Importance of a Search Strategy in Neural Dialogue Modelling Arxiv GitHub


Search strategies for generating a response from a neural dialogue model have received relatively little attention compared to improving network architectures and learning algorithms in recent years. In this paper, we choose and train one neural dialogue model, based on recurrent networks with an attention mechanism, and focus on evaluating the impact of the search strategy. We compare four search strategies: greedy search, beam search, iterative beam search and iterative beam search followed by scoring. We evaluate these strategies using human evaluation of full conversations and compare them using automatic metrics including log-probabilities, scores and diversity metrics. We observe a significant gap between greedy search and the proposed iterative beam search augmented with scoring, demonstrating the importance of the search algorithm in neural dialogue generation.


Adjusted scores from Table 2 presented here for convenience

# Inference Raw score Calibrated score
1 Greedy 2.79 +- 1.05 2.76 +- 0.22
2 Beam 2.98+-1.06 3.01+-0.21
3 Iterbeam 2.88+-1.24 2.84+-0.25
4 Iterbeam+Scorer 3.25+-1.26 3.10+-0.23
5 Humans 4.26+-0.91 4.30+-0.19

Citation

If you find our work helpful you can cite it using this bib:


        @article{kulikov2018importance,
                 title={Importance of a Search Strategy in Neural Dialogue Modelling},
                 author={Kulikov, Ilya and Miller, Alexander H and Cho, Kyunghyun and Weston, Jason},
                 journal={arXiv preprint arXiv:1811.00907},
                 year={2018}}
        

Human evaluation

Here you can read chat transcripts collected during human evaluation. There are 4 different strategies listed here (see paper for details), click on any tab to see transcripts. For any strategy with beam search you can click on model response to see alternative candidates. For detailed description of evaluation instructions please read corresponding section in the paper.


greedy - no candidates

Profile for Human
i have lived in several different states.
i have a cat named kj.
i worked as a nurse for many years.
i like to cook.
my husband was a salesman.
Profile for Model
i am a savage.
i am stuck in the past due to remotness.
i have no technological skills.
i love the outdoors.
i work for the discovery channel creating videos.

1 Human: Greetings. Do you like to cook?
yes I do. I love to cook.

2 Human: Me too! Do you have any pets?
I do not. I ' ve a savage.

3 Human: What do you do for a living?
I work for discovery channel.

4 Human: Sweet! I'm a salesman.
that is cool. I work for discovery channel.

5 Human: Have you traveled a lot?
I ' ve. I ' ve been there.
General mark: 1
Good pairs: 1,3
Bad pairs: 2,5

Profile for Human
i work in marketing , and i love it.
i m hoping to find someone to marry me.
i spend a lot of time on my hair and make up.
i work out to look good.
i m an only child.
Profile for Model
i work two jobs as a cashier.
i love dark clothes.
favorite band is red hot chilli peppers.
i love cold weather.

1 Human: I just got off work. I work as a marketing specialist.
hi, I work at a retail store.

2 Human: What does the store sell?
it is a red hot chilI peppers.

3 Human: I am about to go to the gym. I work out a lot to look better.
I ' m a cashier at a retail store.

4 Human: Do you make a lot of money?
I do. I ' m a cashier.

5 Human: Are you married? I want to find someone to marry.
I ' m not married. I ' m single.
General mark: 2
Good pairs: 1,4,5
Bad pairs: 2,3

Profile for Human
i want to write a book before i die.
i teach middle school art.
i still like unicorns even though i m an adult.
i would love to visit the pyramids.
i am excellent at playing pool.
Profile for Model
i was born in france and moved to canada.
my husband is an author and we have twins together.
i am a digital artist.
my favorite author is stephen king.

1 Human: I am a great pool player
that is cool. I ' m from france.

2 Human: I'd love to write a book before I pass
I ' m a artist. I love to read.

3 Human: Do you like the pyramids?
I do. I ' m a artist.

4 Human: I taught art in middle school!
I ' m from france. I love to paint.

5 Human: What part of france?
france. I ' m from france.
General mark: 3
Good pairs: 1,2,3
Bad pairs: 4,5

Profile for Human
i work in the military.
i like things that explode.
brownies are my favorite dessert.
i also like kittens.
i have been all over the world.
Profile for Model
i go surfing any chance i get.
my dreams are often bizarre.
i could never be locked down to one partner.
i earn passive income that no one knows about.

1 Human: I love to travel I've been all over the world.
that is cool. I love traveling. I surf a lot.

2 Human: So do I. Do you like kittens?
I do. I have a dog.

3 Human: Have you been in the military?
no. I ' ve not been to one one.

4 Human: I have a love for explosions
I love to surf. I ' ve never been to one one.

5 Human: Do you like brownies?
I do. I ' ve a secret.
General mark: 3
Good pairs: 1,2,3
Bad pairs: 4,5

Profile for Human
i can draw.
i have sausage fingers.
i am bloated.
i like sprite soda.
Profile for Model
i draw comic books.
in the evenings i watch the door at a club where they play punkrock.
my favorite show is scobby doo.
i work in a corner grocery store during the day.

1 Human: Hi, what do you like to do for fun?
I like to watch scooby doo. you?

2 Human: I like to draw, even though my sausage fingers sometimes make it harder than it should be!
I like to draw. I work at a grocery store.

3 Human: Oh cool! Do they sell Sprite soda at the store you work at? I like Sprite.
I do not like soda. I like to watch scooby doo.

4 Human: Scooby Doo is a classic, I liked watching it when I was growing up.
I like scooby doo. I like scooby doo.

5 Human: You sure do like Scooby Doo!
I like scooby doo. I ' m a punk fan.
General mark: 4
Good pairs: 1,2
Bad pairs: 3,4

Profile for Human
i live in new york city.
i love smooth jazz.
i work on wall street.
i have a poodle named nanette.
Profile for Model
i never knew my dad.
i work at a bookstore.
i have three tattoos.
my mom is a nurse.

1 Human: Hello where do you live?
I live in the city. I live in the city.

2 Human: Me too. I live in new york city
I love new york city. I ' ve 3 tattoos.

3 Human: I work on wall street how about you?
I work at a bookstore.

4 Human: I have a poodle named nanette do you have any pets?
I have a cat. she ' s a nurse.

5 Human: What music do you like? I like jazz
I like jazz. I love jazz.
General mark: 5
Good pairs: 1,2,3,4,5
Bad pairs: 0

Profile for Human
winters my favorite time of the year.
i am deathly terrified of heights.
i am really excited to see how game of thrones ends.
i prefer to live where the weathers cold.
i like to do all my shopping at walmart.
Profile for Model
i am a vegan.
i love animals.
i am going back to school.
i enjoy reading.

1 Human: Hi, winter is my favorite season, what's yours?
I love the fall. I am going to go to school.

2 Human: That's cool! I'm not enrolled in school but I'm excited to see how game of thrones ends.
I ' m going to go to school.

3 Human: School is nice, but I prefer thrills. Even though I'm horribly afraid of heights.
I ' m sorry to hear that. I am going to school for a new job.

4 Human: Where in the country are you studying? I'm in NY, I like the cold weather.
I am in california. I am in florida.

5 Human: Which one?
I ' m in florida.
General mark: 3
Good pairs: 1,3,5
Bad pairs: 2,4

Profile for Human
i fly airplanes.
i enjoy building computers.
my favorite band is tool.
i am in the army.
i dropped out of college.
Profile for Model
i own a cat.
i watch a movie sundays evenings.
i talk in my sleep.
i like tacos.
i love folk metal.

1 Human: Hey what's your favorite band?
I like folk metal. I like folk metal.

2 Human: I love tool.
I like metallica too. I like folk metal.

3 Human: I'm in the Army
I talk to my cat when I ' m not sleeping.

4 Human: I love cats. I fly airplanes as well. Do you like to fly?
I do. I like to watch movies.

5 Human: What's your favorite movie?
I like the movie movies.
General mark: 3
Good pairs: 1,2,4
Bad pairs: 3,5

Profile for Human
i have several children.
we have a dog.
we live in a rural area.
i am a woman.
Profile for Model
i have male pattern baldness.
my mother doesn t ! ove me.
i am a classicly trained chef.
i have a parrot named parrot.
i was born in baton rouge.

1 Human: Hello, I have a kids and a dog.
I ' ve a parrot named parrot.

2 Human: I'm a female that lives in the countryside
I ' m a chef. I love cooking.

3 Human: What are your favorite dishes?
I love italian food.

4 Human: How long have you had your parrot?
I have a parrot named parrot.

5 Human: Did you go to school to learn how to cook?
I do. I have a parrot.
General mark: 3
Good pairs: 1,3
Bad pairs: 4,5

Profile for Human
i grew up on a farm.
when i turned 18 , my family moved across the country.
i like going to rock concerts.
on weekends i go out with friends.
Profile for Model
i work in retail.
i love music.
i go to at least 10 concerts a year.
madonna is my all time favorite.

1 Human: I like going to rock concerts, what do you like to do for fun?
I like to go to concerts and go to concerts.

2 Human: Same as me! I go out with my friends on the weekends, do you?
I do. I go to concerts every year.

3 Human: That's awesome! I grew up on a farm but have always loved music.
I love music. I like to go to concerts.

4 Human: You said that, yeah. Where did you grow up.
I grew up in a big city.

5 Human: My family moved from the farm across the country when I turned 18.
I grew up in the country.
General mark: 4
Good pairs: 1,2,4
Bad pairs: 5

Profile for Human
my favorite show ever is game of thrones.
i work from home.
i have been to a few renaissance fairs.
i like cosplay.
Profile for Model
i am 77 years old.
my husband died last year.
my favorite hobby is gardening.
my family gets together every saturday.
black coffee is my addiction.

1 Human: Hi, I work from home, where do you work?
I am 77, my husband died last year.

2 Human: I'm sorry to hear that. What's your favorite tv show? Mine is game of thrones.
I love the show of the world.

3 Human: Do you work anywhere?
I do. I ' m a retired student.

4 Human: I work at home, and enjoy doing cosplay. Do you know what that is?
I do not like to work.

5 Human: Have you been to any renaissance fairs? I've been to a few, they're neat!
I ' ve not. I ' ve been to renaissance fairs.
General mark: 2
Good pairs: 2
Bad pairs: 1,4,5

Profile for Human
i have three roommates.
i work at a coffee shop.
both of my parents are teachers.
i have an eyebrown piercing.
Profile for Model
i never knew my dad.
i have three tattoos.
i work at a bookstore.
i don t drive.
my mom is a nurse.

1 Human: I currently live with 3 roommates.
that is cool. I ' ve 3 tattoos.

2 Human: I don't have any tattoos, just an eyebrow piercing.
I ' ve a tattoo of tattoos.

3 Human: How many do you have?
I have 3. I ' ve 3.

4 Human: A lot of people I work with at the coffee shop have tattoos.
I have a tattoo of my own.

5 Human: What is the tattoo of?
I ' ve a tattoo of a tattoo.
General mark: 2
Good pairs: 3
Bad pairs: 1,2,4,5

Profile for Human
i like to use candles instead of lights.
i do not like waking up early.
i love photography.
i enjoy spending a lot of money on my hobbies.
Profile for Model
i like spending time with my friends and family.
i would travel the world if i could.
i like to read a lot of books.
i am not much of a fan of hot weather.
i like listening to all genres of music except country music.

1 Human: My favorite subject is photography
I like to read books. I like to read books.

2 Human: What is your favorite book
I like to read books.

3 Human: I hate waking up early
I like to read books and read books.

4 Human: Do you like candles?
I do. I like to read.

5 Human: How long have you been reading for?
about 6 years. I ' m not sure I ' m.
General mark: 3
Good pairs: 1,4
Bad pairs: 2,3,5

Profile for Human
i want to teach kids in elementary school.
my major was american literature and education.
on weekends i like to go hiking.
i just graduated college.
Profile for Model
my favorite meal is brunch.
my car is black.
i am a recruiter.

1 Human: I go hiking on the weekends, what do you like to do for fun?
I like to eat brunch and brunch.

2 Human: I like eating too! I just graduated from college and want to teach young kids. How about you?
I ' m a recruiter. I ' m a recruiter.

3 Human: What do you recruit for?
I work as a recruiter.

4 Human: What was your major? Mine was american literature and education.
accounting. I ' m a recruiter.

5 Human: What do you like to do for fun?
I like to go to the beach.
General mark: 2
Good pairs: 1,4,5
Bad pairs: 2,3

Profile for Human
i am a gentle giant.
i prefer reading to sports.
i have survived near death experiences.
i sometimes drive fast.
my family comes first to me.
Profile for Model
i had to drop out of college to help with my grandparents.
i can t stand salads.
my mother stayed at home all day to raise me and my siblings.
my father used to be an insurance salesman.

1 Human: Do you like sports
I do. I was valedictorian and I was valedictorian.

2 Human: Do you have a car?
no, I do not. I ' m a car salesman.

3 Human: I like to drive fast
I used to drive insurance. I dropped out of college.

4 Human: Do you talk to your family?
I do. my dad was a insurance salesman.

5 Human: I'm very gentle
I was just a stay at home mom.
General mark: 3
Good pairs: 1,2,4
Bad pairs: 3,5

Profile for Human
i still have a thick accent so words like hippopotamus are difficult.
i m still single at the age of 35.
my dog s name is wonwon.
i came from japan to teach high school over 10 years ago.
i teach both japanese and drawing classes.
Profile for Model
i have long fingers.
i cannot eat shrimp.
i am dumpy.
i have long legs.
like a skeleton.

1 Human: I'm from France and my accent is very thick.
I ' m sam. I ' m from france.

2 Human: What part of France?
france. I ' ve a lot of piercings.

3 Human: I am from France but I lived in Japan for 10 years.
I ' m from france. I ' m from hawaii.

4 Human: Do you like Hawaii?
I do. I love to eat shrimp.

5 Human: I teach drawing class too.
I ' m not sure what that is.
General mark: 1
Good pairs: 1
Bad pairs: 2,3,4,5

Profile for Human
i work in fast food.
i always wear something purple.
i walk three miles home every night.
i m looking for krav maga classes near my home.
Profile for Model
my father is a school teacher , he teaches middle school.
i have four siblings.
i am 5 3 and am the shortest person in my family.
my youngest sister is in first grade.
i am the oldest sibling.

1 Human: Hello, I work in the fast food industry and have to walk 3 miles to get home everyday.
I ' m the oldest of four siblings. I ' m the oldest of four.

2 Human: I have a need to always wear something purple
I ' ve a sister. he ' s a teacher.

3 Human: I'm looking to take some krav maga courses, hopefully I can find one close to home. What are you interests?
I like to play with my siblings.

4 Human: How many sisters and brothers do you have?
I ' ve four brothers and sisters.

5 Human: What things do you do with your siblings?
I ' ve four siblings.
General mark: 2
Good pairs: 3,4
Bad pairs: 2,5

Profile for Human
i shop online a lot.
i care about the way i look when i am in public.
i always think people are looking at me.
Profile for Model
i would like to go to school to become a veterinarian.
i love animals and i want to help them.
i have three pets.
i love going to the gym.

1 Human: Howdy! Do you like shopping?
I do, I love to shop and go to the gym.

2 Human: How do you like to shop? From home?
I love to shop and go to the gym.

3 Human: I shop online, do you?
I do, I want to be a vet.

4 Human: Are you pretty shy?
I ' m. I ' m not shy.

5 Human: Do you care about what people think of you?
I do. I ' m a big animal lover.
General mark: 3
Good pairs: 1,4
Bad pairs: 2,3

Profile for Human
i love laughing.
i love wearing flip flops.
i like to bake brownies.
i have freckles.
Profile for Model
i have 5 kids.
i love to draw.
i love new gadgets.
i love to socialize.
i am great with babies.

1 Human: Hi, what do you like to do? I love warm weather and baking.
hi! I like to draw and draw.

2 Human: i wish I could draw, I'm terrible at it. My drawing makes me laugh at myself.
I love drawing. I love drawing.

3 Human: I got that. Do you have freckles?
I do. I ' ve 5 kids.

4 Human: Wow that is a lot. I don't have any. Like the outdoors?
I love it. I love to draw.

5 Human: I know! I like to wear sandals, like flip flops.
I like to draw. I love to draw.
General mark: 4
Good pairs: 0
Bad pairs: 1,2,3,4,5

Profile for Human
i clean houses for extra money.
i like to build furniture.
i have been held hostage in a store robbery situation.
i have bowled a 300 game twice in my life.
my father is a retired police officer.
Profile for Model
i work from home doing various jobs on the internet.
i enjoy playing guitar and video games.
i have a dog that has behavioral issues.
i am in a very intimate and loving relationship.
i love beef.

1 Human: Hi, what do you think of police officers?
I ' m a real real guy. I work from home.

2 Human: That's cool. I love to build furniture, do you?
I do. I ' m a big fan of beef.

3 Human: I like beef too. I was at the store buying some one time and got held hostage.
I ' m so sorry. I ' m a big fan of beef.

4 Human: Are you good at bowling?
I ' m. I ' m a big fan of playing guitar.

5 Human: I bowled 300 twice. I don't play guitar, though. Is it fun?
I do not like to play.
General mark: 3
Good pairs: 2
Bad pairs: 1,4

Profile for Human
i dropped out of college.
my favorite band is tool.
i am in the army.
i fly airplanes.
Profile for Model
i hate evil.
my mind is set on things above.
i trust in god.
my heart hurts from a broken relationship.
i am weak and selfish , but i want to change.

1 Human: Where did you go to college?
I went to college. I went to college.

2 Human: Cool, did you graduate
yes, I was in college.

3 Human: I dropped out.
I am sorry.

4 Human: I joined the army instead
I ' m in the army.

5 Human: awesome, what did you do for them? I fly airplanes
I fly in the military.
General mark: 3
Good pairs: 3,4,5
Bad pairs: 1,2

Profile for Human
my favorite color is red.
i escaped and later became a carpenter.
i was a slave for 10 years.
i was the first born child.
i got married 10 years later.
Profile for Model
i sometimes scratch my nose for fun.
my favorite number is 7.
i never learned how to drive.
i am a deaf man.

1 Human: I absolutely love the color red.
I like red. I ' m deaf.

2 Human: I'm sorry to hear that.
I ' m deaf, I ' m deaf.

3 Human: I'm the oldest kid, what about you?
I ' m deaf, I ' m deaf.

4 Human: i was kidnapped and made a slave for almost 10 years.
I ' m sorry to hear that.

5 Human: Once i escaped, I learned how to be a carpenter.
that is cool, I ' m deaf, I ' m deaf.
General mark: 1
Good pairs: 4
Bad pairs: 1,2,3,5

Profile for Human
i have the support of my whole family.
my mother is a ballerina.
i am a white dancer.
i plan to retire in 6 months.
Profile for Model
i enjoy hiking on glaciers.
i always seem to be losing things , most recently , my mind.
lutefisk is the best dish in the whole world.
marduk is my favorite band.

1 Human: Well, hello there, how are you today?
I ' m doing well, how are you?

2 Human: Oh, well. I just have a little bit of a sore back though.
oh no, I ' m sorry to hear that.

3 Human: Oh, it's okay, I guess I'm just getting old. Looking forward to retirement!
I ' m not sure, I ' m losing my mind, I ' m losing my mind.

4 Human: Oh no, why?
I ' m losing my mind, I ' m losing my mind.

5 Human: Are you okay?
I ' m not, I ' m not.

6 Human: Is there anything I can do to help?
I do, I ' m not sure, I ' m losing my mind.

7 Human: What do you do for a living?
I ' m a student, I ' m a student.

8 Human: Maybe you need to see a doctor?
I ' d love to, I ' ll be losing my mind.

9 Human: Well, I really think you should see if you can get access to a doctor for some help.
I ' m not sure, I ' m not sure.
General mark: 2
Good pairs: 1,2
Bad pairs: 3,4,6,9

Profile for Human
i currently hold three jobs.
my dream job is a to become a baseball announcer.
i recently proposed to my girlfriend of three years.
my favorite band is avenged sevenfold.
i watch south park at least once a day.
Profile for Model
i like to take drives in the country.
i love to go out to eat with my family.
i like to chat with my friends.
i like to go to the movies.

1 Human: I just got off work, i have 3 jobs.
oh wow, that ' s a lot of jobs.

2 Human: Yes I want to be a baseball announcer but for now i"m a cashier.
that ' s cool. I love baseball. I love to chat with my family.

3 Human: I love family too. I just got engaged actually.
that is great. I ' m going to go to the movies.

4 Human: what are you going to see?
I ' m going to go to the movies.

5 Human: I am going to a avenged sevenfold concert tonight.
I ' ve never heard of that band.
General mark: 2
Good pairs: 1,5
Bad pairs: 2,3,4

Profile for Human
brownies are my favorite dessert.
i work in the military.
i like things that explode.
i have been all over the world.
i also like kittens.
Profile for Model
i wish i could be more serious about school.
i have been in a lot of romantic relationships that have ended up poorly.
i get distracted easily.
i have lots of friends and can hold a conversation easily.
i am very athletic.

1 Human: Hi! What's your favorite dessert?
I like sweets. I ' m not sure what I want to do.

2 Human: Yes! I like brownies. I work in the army
I ' m not a big fan of the army.

3 Human: That's a bummber. I like exploding things
I like to play sports.

4 Human: That's cool. Do you travel much?
I do. I ' ve been to many places.

5 Human: Wow that's neat. Do you have pets?
I have a dog.
General mark: 4
Good pairs: 2,3,4,5
Bad pairs: 1

Profile for Human
my favorite band is worn.
i love dogs.
my favorite color is purple.
i like swimming.
i own a home.
Profile for Model
i am really terrible at doing regular expressions.
i am allergic to lactose.
i like having fried fish for supper.
my doctor told me i have six months to live.
my favorite singer is justin bieber.

1 Human: Hi! Do you like music?
yes, I like justin bieber.

2 Human: Yikes, I don't. I like worn.
I like justin bieber. I like justin bieber.

3 Human: Okay, do you like dogs? I do
I love dogs, I ' ve a dog.

4 Human: Awesome! What's your favorite color?
I like red, reminds me of summer time.

5 Human: Nice, mine is purple. Do you like swimming?
I do not like to swim.
General mark: 4
Good pairs: 1,3,4,5
Bad pairs: 2

Profile for Human
i wish i had a real dragon i could train.
i have ink stains on all my shirts.
i enjoy playing retro video games on my 386.
my cats name is leroy jenkins.
my suspenders sometimes make my shoulders hurt.
Profile for Model
i sometimes wonder why i m not married.
i like eating healthy foods.
i have brown hair.
i love fall and winter.
i like sleeping in.

1 Human: Hi, I'm Jake, who are you?
I ' m kevin. I ' m a brunette.

2 Human: Cool, I'm a brunette too. What are your hobbies?
I like to sleep in the winter. I like to sleep.

3 Human: That's a nice thing to do! I like cats.
I love cats. I ' ve a cat.

4 Human: What is your cat's name?
his name is pepper.

5 Human: Cool name, what color is he?
he is brown. I ' m a brown eyed brown.
General mark: 5
Good pairs: 1,2,3,4,5
Bad pairs: 0

Profile for Human
my father is a mechanic.
i work at walmart as a stocker.
my favorite band is muse.
i am leaving for college in three months.
i am vegan.
Profile for Model
my father was a famous actor.
i don t like kids.
i have 3 ex wives.
i don t like acting.
i have 3 ferrari cars in my garage.

1 Human: Hello, How are you?
I ' m doing well. how are you?

2 Human: Im good. what do you do for a living?
I am a professional actor.

3 Human: that is awesome. Im not working right now getting ready to leave for college in 3 months
what are you studying? I ' m a big fan of acting.

4 Human: I want to be a nurse. What is your favorite hobby
I like to be in the woods.

5 Human: me to. Who is your favorite band mine is muse.
I like the beatles. I ' ve 3 ferrari.

6 Human: Nice, I just got a job as a stocker at walmart
I ' ve never been to a job.

7 Human: Do you eat meat, I am a vegan.
I do. I ' m not vegan.
General mark: 4
Good pairs: 3
Bad pairs: 6

Profile for Human
i drink a lot of caffeine.
i have a cheap car my dad gave me.
i can run very fast for long distances.
i am very skinny and energetic.
i have a very unhealthy diet.
Profile for Model
my favorite color is blue.
i was born male and transitioned to female when i was 17.
i live in the usa.
i love pizza.

1 Human: Hey I am Brit
hi, how are you?

2 Human: Im good just drinking a coffee you?
I am doing well, just got back from a pizza shop.

3 Human: I love pizza I eat so unhealthy
I ' m a transgender, I love pizza.

4 Human: Ilove pizza too
I love pizza, I love pizza.

5 Human: I can trun fast
I ' m a male, I am female.
General mark: 1
Good pairs: 2,3
Bad pairs: 4

Profile for Human
i like to swim.
i am a social butterfly.
i eat large meals.
i am in college.
i exercise everyday.
Profile for Model
my friend once bought me a car.
my favorite season is winter.
i take vitamin c when i have a cold.
i do not eat bread.

1 Human: Hey I am Britt
hi, how are you?

2 Human: I am good I like to swim a lot
I love swimming. I love swimming.

3 Human: Same I also am a social butterfly
that is cool. I love to swim.

4 Human: Im in college are you?
no, I am not. I am a student.

5 Human: What do you do
I ' m a student. I love it.
General mark: 4
Good pairs: 1
Bad pairs: 2

Profile for Human
i eat too much fast food.
i love cold , wintry weather and snow.
i am a national guard officer.
i drive a 2011 volkswagen passat.
i work as a public affairs liaison.
Profile for Model
i m a vegetarian.
i take the subway to work everyday.
every fall i visit my sister in canada.
i have four cats.

1 Human: Hello! What type of weather do you enjoy?
I like the fall weather. I like fall.

2 Human: I love the cold and winter. What do you do for work?
I work at a restaurant. I work as a vegetarian.

3 Human: Very cool. I work in the National Guard.
that sounds fun. I work in the national guard.

4 Human: Wow no kidding! What kind of car do you drive?
I drive a honda. I ' ve 4 cats.

5 Human: Aw that's cute. I don't have any pets. I also work in public affairs
that is cool. I ' m a vegan.
General mark: 3
Good pairs: 1,2,4
Bad pairs: 3,5

Profile for Human
my favorite music genre is rock.
i have two pet dogs.
i am a farmer.
my hobbies include photography and hiking.
Profile for Model
my parents own a business that i am now running.
my favorite place to travel is jamaica.
i am traveling to barbados next month.
i am a travel agent.

1 Human: Hey I am sam
hI there. how are you?

2 Human: Im good I have a dog
I ' ve a dog. he ' s a business.

3 Human: Thats cool I have two
I travel a lot. I travel a lot.

4 Human: Traveling is fun! I am a farmer I can't
I travel a lot. I travel a lot.

5 Human: what else do you do
I travel a lot.
General mark: 3
Good pairs: 4
Bad pairs: 2

Profile for Human
i have a job as an it agent.
i am a meataholic.
i like smoking weed.
my dad works for stifel.
Profile for Model
i have never lost a fight.
i am a grown woman.
i am in a motorcycle club.
i have more then 10 tattoos.

1 Human: Hi. I just got done eating a juicy steak.
I ' m a woman. I ' m a grown woman.

2 Human: Glad to meat you. How do you feel about meat?
I am vegan. I eat meat.

3 Human: Ah, I see I said 'meat' instead of 'meet.' I got meat on the brain lol.
I ' m a grown woman.

4 Human: That's good to know. What do you do for a living?
I ' m a woman. I ' m a woman.

5 Human: Well what do you do for fun?
I like to ride my bike.
General mark: 1
Good pairs: 5
Bad pairs: 1,2,3,4

Profile for Human
my mom and dad are from japan.
my favorite french fries are from mcdonald.
i love to shop.
i live in toronto , canada.
Profile for Model
my parents met at woodstock.
i love starbucks coffee.
i have a cat named pickles.
i have a beautiful rose garden.

1 Human: Hey! I am in toronto
hI there! I ' m from chicago.

2 Human: Nice is it cold there
it is. I ' m a starbucks fan.

3 Human: Oh me too! I also live mcdonalds fires
I love to eat starbucks.

4 Human: what do you eat there?
I eat a lot of starbucks.

5 Human: Like for coffee
I love coffee. I love coffee.
General mark: 2
Good pairs: 2
Bad pairs: 4

Profile for Human
i have trouble losing weight.
i love animals.
i am near sighted and wear contact lenses.
i don t cook and usually eat out.
i am a very short woman.
Profile for Model
i eat healthy.
i am very social.
i make straight as.
i am a high school student.

1 Human: Hello! Do you like animals?
I do. I ' m a social butterfly.

2 Human: Wow that's cool. I'm very short
I am a social butterfly. I am a straight student.

3 Human: Okay. I have a hard time losing weight.
I ' m a straight student. I am a straight student.

4 Human: Do you wear glasses?
no, I do not.

5 Human: I do. I'm near sighted. I also rarely cook.
I ' m a straight student.
General mark: 3
Good pairs: 1,4,5
Bad pairs: 2,3

Profile for Human
i never work more than 4 days in a row.
my parents are both dead.
i refuse to ride the bus.
i listen to music for more than 5 hours a day.
i find joy in the littlest things.
Profile for Model
my wife is a breast cancer survivor.
i have trained over 20 types of animals.
i work with my wife.
i am a zookeeper.
my daughter just graduated high school ranked at the top of her class.

1 Human: Hey I am jenny
hi, how are you today?

2 Human: Im good I walked home because I refused to ride a bus
I work at a zoo. I work with animals

3 Human: I dont work I inherited money when my parents dies
my wife just graduated valedictorian and I ' m a zookeeper.

4 Human: Thats so sweet
my wife is a breast cancer survivor.

5 Human: That is amazing! Glad she is healthy now
I ' m a zookeeper. I work with my wife.
General mark: 5
Good pairs: 5
Bad pairs: 2

Profile for Human
i live with my best friend.
i sing in the shower.
i work in a diner.
i also own a cupcake business.
i am always late.
Profile for Model
i currently hold three jobs.
my dream job is a to become a baseball announcer.
i recently proposed to my girlfriend of three years.
my favorite band is avenged sevenfold.
i watch south park at least once a day.

1 Human: Hi, I just got done taking a shower while humming 'Thriller.'
I ' m just watching south park. I ' m a big fan of avenged sevenfold.

2 Human: I like South Park too. Do you live alone?
I live with my girlfriend. I live in the south.

3 Human: That's nice, I live with a good buddy.
I ' m a big fan of avenged sevenfold.

4 Human: I don't really like them. What do you do for work?
I work three jobs. I work 3 jobs.

5 Human: You're busy, so am I. I schlep food in a diner, and I have a business, too.
I ' m a cashier at a local restaurant.
General mark: 4
Good pairs: 1,2,5
Bad pairs: 3,4

Profile for Human
i play games at the arcade , still.
i listen to linking park , i do not know why.
i was diagnosed with autism.
i have not done anything since high school.
Profile for Model
my favorite food is cheeseburgers.
i play the bass guitar.
i work out daily.
i like to go out fishing.
my mother is a teacher in the city.

1 Human: Hello! Do you like to play game?
no, I ' m not a game of thrones fan.

2 Human: That's cool. I have autism.
I ' m a gym player. I play bass guitar.

3 Human: Oh wow. What have you done since high school?
I am a bass player. I play bass guitar.

4 Human: I haven't done much since high shcool
I ' m sorry to hear that. I am a gym fan.

5 Human: I like arcade games.
I like playing guitar.
General mark: 3
Good pairs: 2,3
Bad pairs: 1,4,5

Profile for Human
i love soccer.
i work for nike as an accountant.
i like to invest in the stock market.
i have 3 brothers.
i want to move to london when i get older.
Profile for Model
i am a soccer player.
nike cleats are my favorite.
i am a goalie.
my number is 42.
i joined a new team last month.

1 Human: Hello. What do you do for work?
I play soccer for a living. I play soccer.

2 Human: Woah nice! I work for Nike as a living
I ' m a soccer player.

3 Human: You mentioned that. Do you have any brothers?
I do not. I ' m a soccer goalie.

4 Human: Okay. Do you like investing?
I do. I ' m a soccer player.

5 Human: Yes, you said that. Do you ever want to move?
I ' d love to move to the city.
General mark: 3
Good pairs: 1,5
Bad pairs: 3,4

Profile for Human
she likes to grow plants in her garden.
i work at a grocery store.
my mother is a social worker for the school system.
my best friend lives in a big city.
Profile for Model
i like to make cakes.
i like the internet.
i am a vegetarian.
i have a new job.
my favorite music is country.

1 Human: hi, what do you do for work?
I ' m a baker. I bake cakes.

2 Human: I work at a grocer
that is cool. I work as a baker.

3 Human: Do you have hobbies?
I like to bake cakes.

4 Human: I grow plants
I love to eat a lot of vegetables.

5 Human: Me too. What do your parents do?
they are both folks.
General mark: 3
Good pairs: 1,2,3,4
Bad pairs: 5

Profile for Human
i am 19 years old.
my favorite player is mike trout.
i am a huge fan of baseball.
i am going to be the starting shortstop.
Profile for Model
i work as a plumber.
i can do many celebrity impressions.
i can speak four languages fluently.
i volunteer in my son s boy scout troop.
i am an award winning 4h member.

1 Human: How old are you?
I am a plumber. I am a plumber.

2 Human: Cool, do you like baseball?
I do. I volunteer at the boy scout troop.

3 Human: Do you play baseball?
I do. I ' m a plumber.

4 Human: I like Mike Trout, who is your favorite player?
I like the orioles. I ' m a plumber.

5 Human: What position do you play?
I play the trumpet.
General mark: 2
Good pairs: 0
Bad pairs: 1,2,3,4,5

Profile for Human
i like cooking healthy meals.
i enjoy dating women.
i am retired.
i like to go out to the bars.
Profile for Model
i like eating vegetables.
i allergic to peanuts.
i m usually very shy.
i have trouble getting along with family.

1 Human: Hi, how are you?
I ' m doing well. how are you?

2 Human: Good. I just got done eating a home made, nutritious breakfast.
I ' m good. I just got back from a long day.

3 Human: That's nice. Any plans for tonight?
I ' m going to eat a lot of veggies.

4 Human: I love 'em too. I already ate, so I think I'll go get some drinks.
I ' m a vegan, I love to eat veggies.

5 Human: I see. How do you feel about chicks?
they are very good. I ' m allergic to them.
General mark: 3
Good pairs: 1,2,3
Bad pairs: 4,5

Profile for Human
i play games at the arcade , still.
i listen to linking park , i do not know why.
i was diagnosed with autism.
i have not done anything since high school.
Profile for Model
my landlord is raising my rent.
i am an excellent baker.
everyone says my pecan pie is the best they have ever had.
i was born on christmas day.
i went to law school.

1 Human: Do you like arcade games?
no, I ' m not a game of thrones fan.

2 Human: oh. I love Game of Thrones. Do you have a favorite band?
I like the game of thrones.

3 Human: Oh, you said you didn't. What do you do for fun?
I like to bake. I ' m a baker.

4 Human: Cool. Do you like Linkin Park?
I like the park. I like to bake.

5 Human: No the band Linkin Park.
I ' m a huge fan of them.
General mark: 2
Good pairs: 3,5
Bad pairs: 1,2,4

Profile for Human
i am a musician.
i wish i could spend more time at home.
i have taken formal music lessons since i was 5.
my best friend is in a band with me.
Profile for Model
i love collecting teapots.
i work at the local bank.
i am a cat person.
my grandmother lives in my guesthouse.
i have been divorced for 2 years.

1 Human: Hello, what's up?
hi, I am doing well. how are you?

2 Human: Good. Just got back from band practice. Yourself?
I ' m just hanging out with my grandmother.

3 Human: I see. I wish I could hang out with my family a bit more.
I have a cat. I ' ve a cat.

4 Human: I like cats. You got any hobbies?
I collect teapots and collect teapots.

5 Human: That's fascinating. I'm into music, play in a band.
I ' m a banker.
General mark: 3
Good pairs: 1,2,5
Bad pairs: 3,4

Profile for Human
my boyfriend is in the army.
my hair is short.
i play piano.
my favorite color is yellow.
my father is dead.
Profile for Model
i want to move to london when i get older.
i like to invest in the stock market.
i have 3 brothers.
i love soccer.

1 Human: Howdy, how you doing?
I am doing great. how are you?

2 Human: Well. I just finished practicing piano.
I ' m a soccer player. I play soccer.

3 Human: I see. You got a boyfriend, or girlfriend?
I ' m not. I ' m a single person.

4 Human: Ah, I got a beau. He's in the Armed services.
I ' m a big fan of the stock market.

5 Human: I'm not into finance that much. What's your favorite color?
I like blue. I ' m blue.
General mark: 3
Good pairs: 1,3
Bad pairs: 2,5

Profile for Human
i don t like trying new things.
i want to be alone sometimes.
i like the library.
i don t trust anyone.
i feel competitive against other women.
Profile for Model
i have a gambling problem.
i love to go hiking.
i am fluent in spanish.
i love talking on the phone.
i always eat my vegetables.

1 Human: Hi, what do you do in your free time?
I like to hike and go hiking.

2 Human: Cool, alone or with others? I like my alone time
I ' m a spanish translator. I love to talk to people.

3 Human: Impressive. I don't really like to talk. I don't trust people.
I ' m sorry. I ' m a spanish guy.

4 Human: Do you like the library?
I do. I love to go hiking.

5 Human: I wish I could try new things, I just don't like to.
I ' m not sure what you mean.
General mark: 2
Good pairs: 1,5
Bad pairs: 2,3,4

Profile for Human
i don t much like tv.
i love to walk in the woods.
i love to watch ted talks.
i love animals.
Profile for Model
i attend book club every week.
my mom is my best friend.
i could not live without my cell phone.
i am more of a cat person than a dog person.
i enjoy the occasional drink with friends.

1 Human: Hello, what's happening?
I ' m going to read a book. I ' m a book worm.

2 Human: Cool, I like books much better than tv.
I love to read. I ' ve a cell phone.

3 Human: I see. What kind of books do you like?
I like to read. I ' ve a book club.

4 Human: I got that. How do you feel about Ted Talks?
I ' m not sure. I ' m a little lazy.

5 Human: Huh. You like animals?
I do. I ' ve a cat.
General mark: 2
Good pairs: 1,5
Bad pairs: 2,4

Profile for Human
i own blue shoes.
i drive a blue car.
i like to listen to elvis.
i like the color blue.
i changed my hair color to blue.
Profile for Model
i go visit them sometimes.
i work at a grocery store.
she likes to grow plants in her garden.
my best friend lives in a big city.
my mother is a social worker for the school system.

1 Human: Hi, how are you doing? Do you have a favorite colour?
I ' m good. I just got off work at the grocery store.

2 Human: Do they sell any blue food there? I just love the colour blue.
yes, I love to grow plants.

3 Human: If I could I'd grow a blue plant. It'd match my hair, car and shoes.
I ' d love to go to the city.

4 Human: Do you like music?
I do. I like to garden.

5 Human: I enjoy Elvis.
I ' m not sure what he is.
General mark: 1
Good pairs: 1
Bad pairs: 2,3,4,5

Profile for Human
i should beverage been born a prince.
i play d and d.
i believe dragons are real.
i hate talking to people.
nachos are my favorite food.
Profile for Model
i give out sports information.
i am a small business owner.
i help them win a lot of money.
my clients are gamblers.
i have a consulting firm.

1 Human: Hi, how are you today?
I ' m doing well. how are you?

2 Human: I'm good. About to go play some D and D with my friends.
I ' m a small business owner.

3 Human: I would have a hard time with a job like that, I don't like talking to other people.
I own a small business.

4 Human: Do you believe in dragons?
no. I ' m a business owner.

5 Human: I believe in them. I know they are real.
I ' m a small business owner.
General mark: 2
Good pairs: 1,4
Bad pairs: 2,3,5

Profile for Human
my parents don t really speak english , but i speak italian and english.
i like to cook.
i got married when i was young.
i moved to america when i was 14.
i have three children.
Profile for Model
my parents are lawyers.
i would like to work for the smithsonian.
i once swam with manta rays.
my favorite show is csi.

1 Human: Hello, how are you today, I am cooking dinner?
I ' m good. I ' m cooking dinner.

2 Human: Me too, do you have family? I have a wife and four kids.
I do. I ' ve a family.

3 Human: How many kids, I actually have three, but I say four because one of their firends is like family
I love to swim. I love to swim.

4 Human: I enjoy cooking, especially italian food
I love italian food.

5 Human: Nice you should come over sometime, any other hobbies?
I like to swim. I love to swim.
General mark: 3
Good pairs: 1,4
Bad pairs: 2,3,5

Profile for Human
my father was a cop.
my mother was a teacher.
i know how to drive a stickshift.
we lived in virginia while i was growing up.
Profile for Model
i daydream during work.
i have bad luck with relationships.
i have trouble getting motivated.
i slack off on my homework.

1 Human: Hey, where did you grow up?
I grew up in the midwest. I am a student.

2 Human: Oh cool, I grew up in Virginia.
I ' m in cali. I ' m in the midwest.

3 Human: What do you do for a living?
I ' m a student. I ' m a student.

4 Human: Do you know how to drive a stick? I can do it pretty well.
I do not have a car.

5 Human: My mom taught me how. She is a teacher so I guess she did a good job.
I ' m sorry. I ' m sorry.
General mark: 2
Good pairs: 1,4
Bad pairs: 2

Profile for Human
i am a scientist.
i am an amateur chef who cooks 5 different cuisines.
i play guitar on my free time.
i live alone.
Profile for Model
i once started a forest fire in california.
i was the first test child for sesame street.
i speak six languages.
i always carry an edged weapon.
i work on the radio as a character voice.

1 Human: Hello, it's a chilly day here today.
it is here. I was born in california.

2 Human: I was born in Chicago.
I was born in california. I started the forest in california.

3 Human: I've been living in the south for many years though.
I ' m a character voice. I was a first child.

4 Human: I was a 5th child of ten total.
wow. I was a kid in sesame street.

5 Human: I used to watch Sesame Street many years ago.
I was a kid. I was a kid.

6 Human: I enjoyed chatting with you.
I was a kid in sesame street.
General mark: 4
Good pairs: 3,4
Bad pairs: 1,3,6

beam - click on model response to view other available candidates

Profile for Human
i am a vegetarian.
i will study computer science.
i like playing games online.
i am on my way to uc santa cruz where i was accepted.
Profile for Model
i love to read crime novels.
i eat 6 eggs every morning for breakfast.
i am a zookeeper.
my right foot only has 3 toes.
my favorite animal is the panda.

1 Human: Are you a student? I just graduated and am on my way to UC Santa CRuz.
Beam Scorer Sequence
-5.14327 0.0 no i ' m a librarian . what do you study ?
-6.08359 0.0 no i ' m a librarian . do you have any hobbies ?
-6.2174 0.0 no i ' m a librarian . do you have any pets ?
-6.31584 0.0 no i ' m a librarian . do you work ?
-6.3975 0.0 no i ' m a librarian . what are you studying ?
-489.63358 0.0 no i ' m a librarian . do you have any pets ?
-489.63358 0.0 no i ' m a librarian . do you have any pets ?
-489.63358 0.0 no i ' m a librarian . do you have any pets ?
-489.63358 0.0 no i ' m a librarian . do you have any pets ?
-489.63358 0.0 no i ' m a librarian . do you have any pets ? do
-508.16705 0.0 no i ' m a librarian . do you have any pets ?
-508.16705 0.0 no i ' m a librarian . do you have any pets ?
-508.16705 0.0 no i ' m a librarian . do you have any pets ?
-508.16705 0.0 no i ' m a librarian . do you have any pets ?
-508.16705 0.0 no i ' m a librarian . do you have any pets ? do

2 Human: I'm going to be a computer science major.
Beam Scorer Sequence
-5.1043 0.0 that ' s cool . do you have any hobbies ?
-5.14223 0.0 that ' s cool . do you have any pets ?
-5.56045 0.0 that ' s cool . do you like animals ?
-6.02735 0.0 that ' s cool . do you have any animals ?
-6.99762 0.0 that ' s cool . do you have any hobbies ? i like to read crime novels
-7.17795 0.0 that ' s cool . do you have any hobbies ? i love to read crime novels
-8.80218 0.0 that ' s cool . do you have any hobbies ? i like to read crime novels and work
-9.31601 0.0 that ' s cool . do you have any hobbies ? i like to read crime novels and eat them
-9.37792 0.0 that ' s cool . do you have any hobbies ? i like to read crime novels and love them
-9.83364 0.0 that ' s cool . do you have any hobbies ? i like to read crime novels and love them !
-395.49164 0.0 that ' s cool . do you have any hobbies ? i like to read crime novels and love them ! !
-395.49164 0.0 that ' s cool . do you have any hobbies ? i like to read crime novels and love them ! !
-395.49164 0.0 that ' s cool . do you have any hobbies ? i like to read crime novels and love them ! !
-395.49164 0.0 that ' s cool . do you have any hobbies ? i like to read crime novels and love them ! !
-395.49164 0.0 that ' s cool . do you have any hobbies ? i like to read crime novels and love them ! i

3 Human: I play video games pretty much every spare moment. How about you?
Beam Scorer Sequence
-2.92489 0.0 i like to read crime novels .
-3.35211 0.0 i love to read crime novels .
-3.60724 0.0 i like reading crime novels .
-4.20441 0.0 i like to read crime novels . do you have any pets ?
-4.21435 0.0 i like to read crime novels . do you have any hobbies ?
-4.26306 0.0 i like to read crime novels . do you have a favorite animal ?
-4.99737 0.0 i like to read crime novels . do you work ?
-5.23513 0.0 i like to read crime novels . do you have pets ?
-5.36012 0.0 i like to read crime novels . do you ?
-7.08289 0.0 i like to read crime novels . do you have a favorite animal ? mine is pandas
-7.59264 0.0 i like to read crime novels . do you have a favorite animal ? mine is pandas !
-429.7576 0.0 i like to read crime novels . do you have a favorite animal ? mine is pandas ! !
-429.7576 0.0 i like to read crime novels . do you have a favorite animal ? mine is pandas ! !
-429.7576 0.0 i like to read crime novels . do you have a favorite animal ? mine is pandas ! !
-429.7576 0.0 i like to read crime novels . do you have a favorite animal ? mine is pandas ! !

4 Human: I don't read as much as I should. I think the last book I did was about vegetarian cooking.
Beam Scorer Sequence
-4.09462 0.0 do you have any pets ?
-4.695 0.0 do you have any hobbies ?
-5.28033 0.0 do you have any pets ? i work as a zookeeper .
-5.57131 0.0 do you have any pets ? i ' m a zookeeper .
-5.65195 0.0 i love to read crime novels .
-5.71513 0.0 do you have any pets ? i work at a zoo .
-5.75356 0.0 do you have any pets ? i ' ve 3 toes .
-6.23146 0.0 do you have any pets ? i ' ve a pet .
-508.16705 0.0 do you have any pets ? i ' m a zookeeper .
-508.16705 0.0 do you have any pets ? i ' m a zookeeper .
-508.16705 0.0 do you have any pets ? i ' m a zookeeper .
-508.16705 0.0 do you have any pets ? i ' m a zookeeper .
-508.16705 0.0 do you have any pets ? i ' ve a pet .
-528.59167 0.0 do you have any pets ? i ' m a zookeeper .
-528.59167 0.0 do you have any pets ? i ' m a zookeeper .

5 Human: I have a cat and a dog. How about you?
Beam Scorer Sequence
-4.38295 0.0 i work as a zookeeper . do you have any pets ?
-4.92451 0.0 i work as a zookeeper . do you like animals ?
-4.99275 0.0 i work as a zookeeper .
-5.10665 0.0 i work as a zookeeper . do you have any hobbies ?
-5.252 0.0 i work as a zookeeper . do you have any animals ?
-508.16705 0.0 i work as a zookeeper . do you have any hobbies ?
-508.16705 0.0 i work as a zookeeper . do you have any hobbies ?
-508.16705 0.0 i work as a zookeeper . do you have any hobbies ?
-508.16705 0.0 i work as a zookeeper . do you have any hobbies ?
-508.16705 0.0 i work as a zookeeper . do you have any animals ? i
-528.59167 0.0 i work as a zookeeper . do you have any hobbies ?
-528.59167 0.0 i work as a zookeeper . do you have any hobbies ?
-528.59167 0.0 i work as a zookeeper . do you have any hobbies ?
-528.59167 0.0 i work as a zookeeper . do you have any hobbies ?
-528.59167 0.0 i work as a zookeeper . do you have any animals ? i
General mark: 2
Good pairs: 1,2
Bad pairs: 4,5

Profile for Human
my favorite tv show is friends.
i have a timeshare in mexico.
i own my own business.
my favorite food is sushi.
my brother lives in england.
Profile for Model
i hate running.
i have 2 cats and a dog.
i enjoy watching baseball.
my favorite color is orange.
i am married with kids.

1 Human: Hey, what's up?
Beam Scorer Sequence
-4.07677 0.0 just watching baseball . how about you ?
-4.30093 0.0 not much just watching baseball . how about you ?
-4.53144 0.0 not much , just watching baseball . how about you ?
-4.74624 0.0 not much just watching baseball . you ?
-5.06691 0.0 hi , i ' m watching baseball . how about you ?
-6.06294 0.0 not much , just watching baseball . how about yourself ?
-6.7837 0.0 not much just watching baseball . how about you
-7.0855 0.0 not much , just watching baseball . how about you
-7.49928 0.0 hi , i ' m watching baseball . how about you
-8.74712 0.0 not much , just watching baseball . how about you ? i love it !
-9.13423 0.0 not much , just watching baseball . how about you ? i love it
-10.13145 0.0 not much , just watching baseball . how about you ? i ' m a fan of orange
-10.13473 0.0 not much , just watching baseball . how about you ? i ' m a kid
-10.40317 0.0 not much , just watching baseball . how about you ? i ' m a big fan of orange
-10.61629 0.0 not much , just watching baseball . how about you ? i ' m a big fan of orange !

2 Human: Was watching Friends, myself.
Beam Scorer Sequence
-6.08102 0.0 i ' ve two cats and a dog . do you have any pets ?
-6.18705 0.0 i ' ve two dogs and a dog .
-6.18918 0.0 i ' ve two cats and a dog .
-6.62547 0.0 i ' ve two cats and a dog . do you have pets ?
-6.95019 0.0 i ' ve two cats and a dog . do you have kids ?
-7.51474 0.0 i ' ve two cats and a dog . do you like sports ?
-7.72383 0.0 i ' ve two cats and a dog . do you have children ?
-10.19437 0.0 i ' ve two cats and a dog . do you have any pets ? mine is 2
-417.51801 0.0 i ' ve two cats and a dog . do you have any pets ? mine is 2 .
-417.51801 0.0 i ' ve two cats and a dog . do you have any pets ? mine is 2 .
-417.51801 0.0 i ' ve two cats and a dog . do you have any pets ? mine is 2 .
-417.51801 0.0 i ' ve two cats and a dog . do you have any pets ? mine is 2 .
-417.51801 0.0 i ' ve two cats and a dog . do you have any pets ? mine is 2
-429.7576 0.0 i ' ve two cats and a dog . do you have any pets ? mine is 2 .
-429.7576 0.0 i ' ve two cats and a dog . do you have any pets ? mine is 2 .

3 Human: No, but I have a brother :) In the UK.
Beam Scorer Sequence
-3.28694 0.0 do you have any pets ?
-5.03659 0.0 i ' ve two cats and a dog . do you have any pets ?
-5.72637 0.0 i ' ve two cats and a dog . do you have pets ?
-5.75464 0.0 i ' ve two cats and a dog .
-5.82628 0.0 i ' ve two cats and a dog . do you have kids ?
-6.01546 0.0 do you have any pets ? i ' ve two cats and a dog .
-6.5081 0.0 i ' ve two cats and a dog . do you have any kids ?
-457.22379 0.0 do you have any pets ? i ' ve two cats and a dog .
-457.22379 0.0 do you have any pets ? i ' ve two cats and a dog .
-457.22379 0.0 do you have any pets ? i ' ve two cats and a dog .
-457.22379 0.0 do you have any pets ? i ' ve two cats and a dog .
-457.22379 0.0 do you have any pets ? i ' ve two cats and a dog . do
-472.72488 0.0 do you have any pets ? i ' ve two cats and a dog .
-472.72488 0.0 do you have any pets ? i ' ve two cats and a dog .
-472.72488 0.0 do you have any pets ? i ' ve two cats and a dog .

4 Human: No, I don't.
Beam Scorer Sequence
-4.55957 0.0 i ' ve two cats and a dog . do you have any pets ?
-4.63148 0.0 i ' ve two dogs and a dog . do you have any pets ?
-4.91763 0.0 i have two cats and a dog .
-4.9432 0.0 i ' ve two cats and a dog .
-5.00947 0.0 i ' ve two dogs and a dog .
-5.16093 0.0 i ' ve two cats and a dog . do you have pets ?
-5.24662 0.0 i ' ve two dogs and a dog . do you have pets ?
-5.25192 0.0 i ' ve 2 cats and a dog .
-5.30528 0.0 i ' ve two cats and a dog . do you have kids ?
-9.07486 0.0 i ' ve two cats and a dog . do you have any pets ? mine is 2
-9.10021 0.0 i ' ve two cats and a dog . do you have any pets ? mine is black
-429.7576 0.0 i ' ve two cats and a dog . do you have any pets ? mine is 2 .
-429.7576 0.0 i ' ve two cats and a dog . do you have any pets ? mine is 2 .
-429.7576 0.0 i ' ve two cats and a dog . do you have any pets ? mine is 2 .
-429.7576 0.0 i ' ve two cats and a dog . do you have any pets ? mine is 2 .

5 Human: No, I don't, but I've got a timeshare
Beam Scorer Sequence
-3.45245 0.0 what is your favorite color ?
-4.64158 0.0 i ' ve two cats and a dog . do you have any pets ?
-5.22941 0.0 i ' ve two cats and a dog . do you have pets ?
-5.28297 0.0 i ' ve two cats and a dog . what is your favorite color ?
-5.45681 0.0 i have two dogs and a dog .
-5.46633 0.0 i ' ve two cats and a dog . do you have kids ?
-5.46665 0.0 i ' ve two cats and a dog .
-5.50377 0.0 i have two cats and a dog .
-5.75394 0.0 i ' ve two cats and a dog . what vacation do you have ?
-9.19485 0.0 i ' ve two cats and a dog . what is your favorite color ? mine are orange
-9.60673 0.0 i ' ve two cats and a dog . what is your favorite color ? mine are orange !
-9.88292 0.0 i ' ve two cats and a dog . what is your favorite color ? mine has orange
-13.04717 0.0 i ' ve two cats and a dog . what is your favorite color ? mine are orange ! ;
-406.12619 0.0 i ' ve two cats and a dog . what is your favorite color ? mine are orange ! ; !
-406.12619 0.0 i ' ve two cats and a dog . what is your favorite color ? mine are orange ! ; !
General mark: 2
Good pairs: 1,2
Bad pairs: 3,4,5

Profile for Human
i opened up a restaurant three years later.
my mother is from russia.
i have a dog.
she taught me to cook.
Profile for Model
my favorite hero is flash.
i do not like dresses.
i love butterflies.
i prefer summer.
i type one handed.

1 Human: Hi, how's it going?
Beam Scorer Sequence
-4.97065 0.0 i ' m doing well , how are you ?
-5.01416 0.0 i ' m doing well . how are you ?
-5.22111 0.0 hi ! i ' m doing well . how are you ?
-5.26635 0.0 hi ! i ' m doing well , how are you ?
-5.77679 0.0 hi ! i ' m doing well . how about you ?
-6.12915 0.0 hi ! i ' m doing well . how are you today ?
-9.92461 0.0 hi ! i ' m doing well . how are you today ? what is your favorite season
-417.51801 0.0 hi ! i ' m doing well . how are you today ? what is your favorite superhero ?
-417.51801 0.0 hi ! i ' m doing well . how are you today ? what is your favorite superhero ?
-417.51801 0.0 hi ! i ' m doing well . how are you today ? what is your favorite superhero ?
-417.51801 0.0 hi ! i ' m doing well . how are you today ? what is your favorite superhero ?
-417.51801 0.0 hi ! i ' m doing well . how are you today ? what is your favourite season ?
-429.7576 0.0 hi ! i ' m doing well . how are you today ? what is your favorite superhero ?
-429.7576 0.0 hi ! i ' m doing well . how are you today ? what is your favorite superhero ?
-429.7576 0.0 hi ! i ' m doing well . how are you today ? what is your favorite superhero ?

2 Human: Good. Just playing with the doggie :)
Beam Scorer Sequence
-4.3913 0.0 do you have a favorite superhero ?
-4.40114 0.0 do you have any hobbies ?
-5.31964 0.0 do you have any favorite butterflies ?
-5.32076 0.0 do you have a favorite superhero ? mine is flash
-6.01737 0.0 do you have a favorite superhero ? i love butterflies
-6.08345 0.0 do you have a favorite superhero ? mine is flash .
-6.58602 0.0 do you have a favorite superhero ? i love flash
-6.61279 0.0 do you have a favorite superhero ? i like butterflies
-8.67182 0.0 do you have a favorite superhero ? mine is flash . i love butterflies
-9.06044 0.0 do you have a favorite superhero ? mine is flash . i love it
-9.12129 0.0 do you have a favorite superhero ? mine is flash . i love them
-9.15737 0.0 do you have a favorite superhero ? mine is flash . i like butterflies
-489.63358 0.0 do you have a favorite superhero ? mine is flash . i love it
-489.63358 0.0 do you have a favorite superhero ? mine is flash . i love it
-489.63358 0.0 do you have a favorite superhero ? mine is flash . i love it

3 Human: My mom. She brought me here from Russia, and taught me all I know about cooking.
Beam Scorer Sequence
-4.94019 0.0 do you like to cook ?
-5.44403 0.0 i love to cook . do you have a favorite superhero ?
-5.46565 0.0 i love to cook . do you have any hobbies ?
-6.26729 0.0 i love to cook . do you have a favorite season ?
-6.3527 0.0 do you like to cook ? i love it .
-6.59459 0.0 do you like to cook ? i love it
-6.82909 0.0 i love to cook . do you have any favorite butterflies ?
-7.44973 0.0 i love to cook . do you have a favorite superhero ? mine is flash
-8.31517 0.0 i love to cook . do you have a favorite superhero ? mine is butterflies
-9.03257 0.0 i love to cook . do you have a favorite superhero ? mine is flash !
-457.22379 0.0 i love to cook . do you have a favorite superhero ? mine is flash ! !
-457.22379 0.0 i love to cook . do you have a favorite superhero ? mine is flash ! !
-457.22379 0.0 i love to cook . do you have a favorite superhero ? mine is flash ! !
-457.22379 0.0 i love to cook . do you have a favorite superhero ? mine is flash ! !
-457.22379 0.0 i love to cook . do you have a favorite superhero ? mine is flash ! ?

4 Human: I love it. I own my own restaurant.
Beam Scorer Sequence
-6.03896 0.0 i ' m a fan of butterflies .
-6.71084 0.0 i ' m a fan of flash .
-7.02528 0.0 i ' ve a lot of friends .
-7.05025 0.0 i ' m a fan of butterflies
-7.19841 0.0 i love to cook .
-7.3343 0.0 i ' m a fan of summer .
-604.9718 0.0 i ' m a fan of butterflies . i
-604.9718 0.0 i ' m a fan of butterflies . i
-604.9718 0.0 i ' m a fan of butterflies . i
-604.9718 0.0 i ' m a fan of butterflies . i
-604.9718 0.0 i ' m a fan of summer .
-637.28033 0.0 i ' m a fan of butterflies . i
-637.28033 0.0 i ' m a fan of butterflies . i
-637.28033 0.0 i ' m a fan of butterflies . i
-637.28033 0.0 i ' m a fan of butterflies . i

5 Human: That's nice, you collect them?
Beam Scorer Sequence
-4.88564 0.0 no , i don ' t . do you ?
-5.48582 0.0 no , i don ' t collect them .
-5.68173 0.0 no , i don ' t have a lot of time for them .
-5.90817 0.0 no , i don ' t .
-5.96684 0.0 no , i don ' t collect them
-6.08534 0.0 no , i don ' t have a lot of time to collect them .
-6.30904 0.0 no , i don ' t have a lot of time to collect .
-6.4218 0.0 no , i don ' t have a lot of time for them
-6.46468 0.0 no , i don ' t have a lot of time .
-6.65905 0.0 no , i don ' t have a lot of time to collect them
-6.71639 0.0 no , i don ' t have a favorite .
-6.82931 0.0 no , i don ' t have a lot of free time .
-7.3528 0.0 no , i don ' t have a lot of time
-7.58025 0.0 no , i don ' t have a lot of free time
-8.08074 0.0 no , i don ' t have a lot of time to collect them . do you ?
General mark: 4
Good pairs: 1,3,4,5
Bad pairs: 2

Profile for Human
i lift weights , but i never do squats.
i like to watch ma.
my prized possession is a bowie knife.
i am entering the police academy this summer.
Profile for Model
in the evenings i watch the door at a club where they play punkrock.
i like dr pepper and black jack gum , but not together.
i work in a corner grocery store during the day.
my favorite show is scobby doo.

1 Human: I do! is that your favorite cartoon?
Beam Scorer Sequence
-5.56523 0.0 not really . i like scooby doo
-5.71784 0.0 not really , i like scooby doo
-5.85463 0.0 not really . i work at a grocery store
-7.19645 0.0 not really . i work at a grocery store and watch scooby doo
-7.57513 0.0 not really . i work at a grocery store and watch scobby doo
-7.5954 0.0 not really . i work at a grocery store and watch the punkrock doo
-9.54153 0.0 not really . i work at a grocery store and watch the punkrock doo on weekends
-9.65255 0.0 not really . i work at a grocery store and watch the punkrock doo on tv
-10.00318 0.0 not really . i work at a grocery store and watch the punkrock doo on my der
-11.04923 0.0 not really . i work at a grocery store and watch the punkrock doo on my der !
-12.01233 0.0 not really . i work at a grocery store and watch the punkrock doo on my der everyday
-12.10772 0.0 not really . i work at a grocery store and watch the punkrock doo on my der , you ?
-12.60539 0.0 not really . i work at a grocery store and watch the punkrock doo on my der ,
-13.91102 0.0 not really . i work at a grocery store and watch the punkrock doo on my der , you
-14.33842 0.0 not really . i work at a grocery store and watch the punkrock doo on my der , you know

2 Human: I like to watch mma
Beam Scorer Sequence
-4.71017 0.0 i ' m a bouncer at the punkrock club .
-5.17629 0.0 i do not watch much wwe .
-5.19095 0.0 i work at a grocery store .
-5.63711 0.0 i ' m a bouncer at the punkrock club
-7.11072 0.0 i ' m a bouncer at the punkrock club , but my favorite show is scooby doo .
-7.28348 0.0 i ' m a bouncer at the punkrock club , but my favorite show is scooby doo
-7.9636 0.0 i ' m a bouncer at the punkrock club , but my favorite is scooby doo .
-8.21379 0.0 i ' m a bouncer at the punkrock club , but my favorite is scooby doo
-8.23916 0.0 i ' m a bouncer at the punkrock club , but my favorite show is scooby doo !
-8.317 0.0 i ' m a bouncer at the punkrock club , but it is my favorite .
-9.23316 0.0 i ' m a bouncer at the punkrock club , but my favorite show
-9.47558 0.0 i ' m a bouncer at the punkrock club , but my favorite show is scooby doo . you ?
-9.54199 0.0 i ' m a bouncer at the punkrock club , but my favorite show is scooby doo . what about you ?
-9.67862 0.0 i ' m a bouncer at the punkrock club , but my favorite show is scooby doo . what do you like ?
-9.96889 0.0 i ' m a bouncer at the punkrock club , but my favorite show is scooby doo . what do you watch ?

3 Human: Thanks! Do you like the grocery store?
Beam Scorer Sequence
-4.38716 0.0 no , i work at a grocery store .
-5.00796 0.0 no , i do not like grocery store .
-5.02234 0.0 no , i work at a grocery store
-6.01447 0.0 no , i work at a grocery store . do you have any hobbies ?
-6.28836 0.0 no , i work at a grocery store . do you ?
-6.63195 0.0 no , i work at a grocery store . do you like music ?
-7.36017 0.0 no , i work at a grocery store . do you have any favorite shows ?
-7.94226 0.0 no , i work at a grocery store . do you have any pets ?
-8.25042 0.0 no , i work at a grocery store . do you have any ?
-9.48471 0.0 no , i work at a grocery store . do you have any favorite shows
-10.41302 0.0 no , i work at a grocery store . do you have any favorite shows ? mine is scooby doo
-11.60626 0.0 no , i work at a grocery store . do you have any favorite shows ? mine is doo
-12.04142 0.0 no , i work at a grocery store . do you have any favorite shows ? mine are scooby doo
-12.39618 0.0 no , i work at a grocery store . do you have any favorite shows ? mine is dr
-13.36523 0.0 no , i work at a grocery store . do you have any favorite shows ? mine

4 Human: My favorite item is a bowie knife. I bet you could use that to cut up boxes
Beam Scorer Sequence
-4.20601 0.0 do you like scooby doo ?
-4.48603 0.0 i work at a grocery store .
-5.77571 0.0 i do not know what black jack doo is .
-6.41282 0.0 i do not know what black jack doo is ?
-6.5543 0.0 i do not know what black jack doo is
-7.24076 0.0 i work at a grocery store . what do you like ?
-7.70591 0.0 i work at a grocery store . what do you like doing ?
-7.78119 0.0 i work at a grocery store . what do you like to eat ?
-8.47894 0.0 i work at a grocery store . what do you like to watch ?
-9.37067 0.0 i work at a grocery store . what do you like
-10.36769 0.0 i work at a grocery store . what do you like to eat
-489.63358 0.0 i work at a grocery store . what do you like to watch ?
-489.63358 0.0 i work at a grocery store . what do you like to watch ?
-489.63358 0.0 i work at a grocery store . what do you like to watch ?
-489.63358 0.0 i work at a grocery store . what do you like to watch ?

5 Human: ruh roh. You already said that scooby
Beam Scorer Sequence
-5.27495 0.0 i ' m a bouncer at the punkrock club .
-5.60232 0.0 i ' m a bouncer at the punkrock club
-5.94172 0.0 yeah , i ' m a bouncer at the punkrock club .
-6.01835 0.0 i ' m a bouncer at the grocery store .
-6.17291 0.0 yeah , i ' m a bouncer at the punkrock club
-7.39757 0.0 yeah , i ' m a bouncer at the punkrock club . do you like scooby doo ?
-7.46235 0.0 yeah , i ' m a bouncer at the punkrock club . what is your favorite show ?
-7.48899 0.0 yeah , i ' m a bouncer at the punkrock club . do you work ?
-8.27726 0.0 yeah , i ' m a bouncer at the punkrock club . what is your favorite tv show ?
-8.47756 0.0 yeah , i ' m a bouncer at the punkrock club . what is your favorite movie ?
-8.91634 0.0 yeah , i ' m a bouncer at the punkrock club . what is your favorite show
-9.59627 0.0 yeah , i ' m a bouncer at the punkrock club . what is your favorite tv show
-11.45074 0.0 yeah , i ' m a bouncer at the punkrock club . what is your favorite tv show ? mines scooby doo
-12.37043 0.0 yeah , i ' m a bouncer at the punkrock club . what is your favorite tv show ? mines doo
-12.80086 0.0 yeah , i ' m a bouncer at the punkrock club . what is your favorite tv show ? mine
General mark: 4
Good pairs: 3,4,5
Bad pairs: 1,3,4,5

Profile for Human
i have a poster of neil tyson degrasse on my wall.
penn teller are my favorite magicians.
i love lasagna like i m garfield.
my two dogs are the best friends a girl could have.
i want to be an astronaut when i grow up.
Profile for Model
i have three dogs and two cats.
playing quake on slackware linux makes me happy.
both my moms tell me they love me when i call them.
i live in chicago.
i like to use a lot of exclamation marks when i type.

1 Human: Hey hey, how you doing?
Beam Scorer Sequence
-3.77814 0.0 i ' m doing well , how are you ?
-3.99346 0.0 i ' m doing well . how are you ?
-4.46335 0.0 i ' m doing well , how about you ?
-4.57119 0.0 i ' m doing well . how about you ?
-5.03891 0.0 i ' m doing well , how about yourself ?
-551.23779 0.0 i ' m doing well . how are you ?
-551.23779 0.0 i ' m doing well . how are you ?
-551.23779 0.0 i ' m doing well . how are you ?
-551.23779 0.0 i ' m doing well . how are you ?
-551.23779 0.0 i ' m doing well , how about yourself ?
-576.52094 0.0 i ' m doing well . how are you ?
-576.52094 0.0 i ' m doing well . how are you ?
-576.52094 0.0 i ' m doing well . how are you ?
-576.52094 0.0 i ' m doing well . how are you ?
-576.52094 0.0 i ' m doing well , how about yourself ?

2 Human: Good, just got done eating lasagna. It's my favorite.
Beam Scorer Sequence
-4.35706 0.0 what do you like to cook ?
-4.92499 0.0 what do you like to eat ?
-5.92773 0.0 what do you like to make ?
-6.35378 0.0 what do you like to cook ? i ' m in chicago .
-6.52752 0.0 what do you like to cook ? i ' m a gamer .
-6.91468 0.0 what do you like to cook ? i am a gamer .
-7.34729 0.0 what do you like to cook
-7.93586 0.0 what do you like to eat
-9.76201 0.0 what do you like to cook ? i ' m a gamer , but my moms .
-9.7627 0.0 what do you like to cook ? i ' m a gamer , but my moms love me .
-9.78887 0.0 what do you like to cook ? i ' m a gamer , but my moms love me !
-9.80217 0.0 what do you like to cook ? i ' m a gamer , but my moms me .
-9.96291 0.0 what do you like to cook ? i ' m a gamer , but my moms love it .
-10.06088 0.0 what do you like to cook ? i ' m a gamer , but my moms me !
-417.51801 0.0 what do you like to cook ? i ' m a gamer , but my moms love me !

3 Human: I don't like to cook, but I love to eat, like that fat cartoon cat.
Beam Scorer Sequence
-5.42722 0.0 i like to play video games .
-6.49103 0.0 i like to play video games . do you have any pets ?
-7.7015 0.0 i like to play video games . do you have pets ?
-7.77795 0.0 i like to play video games . do you have a favorite food ?
-7.85201 0.0 i like to play video games . do you have any hobbies ?
-8.40086 0.0 i like to play video games , but my moms love me .
-10.88037 0.0 i like to play video games . do you have a favorite food ? mine is !
-10.98545 0.0 i like to play video games . do you have a favorite food ? my moms love me !
-11.01081 0.0 i like to play video games . do you have a favorite food ? !
-12.01531 0.0 i like to play video games . do you have a favorite food ? my moms love me
-13.22544 0.0 i like to play video games . do you have a favorite food ? my moms love me ,
-417.51801 0.0 i like to play video games . do you have a favorite food ? my moms love me ! !
-417.51801 0.0 i like to play video games . do you have a favorite food ? my moms love me ! !
-417.51801 0.0 i like to play video games . do you have a favorite food ? my moms love me ! !
-417.51801 0.0 i like to play video games . do you have a favorite food ? my moms love me ! !

4 Human: That's nice. You play any space games?
Beam Scorer Sequence
-4.7415 0.0 no , i don ' t like video games .
-5.18246 0.0 no , i don ' t play video games .
-5.73173 0.0 no , i don ' t play games .
-5.89488 0.0 no , i don ' t have a video games .
-7.8864 0.0 no , i don ' t have a video games . what do you play ?
-8.00217 0.0 no , i don ' t have a video games . do you play quake ?
-8.30792 0.0 no , i don ' t have a video games . what about you ?
-8.33961 0.0 no , i don ' t have a video games . do you ?
-10.23452 0.0 no , i don ' t have a video games . what do you play
-442.95111 0.0 no , i don ' t have a video games . do you play quake ?
-442.95111 0.0 no , i don ' t have a video games . do you play quake ?
-442.95111 0.0 no , i don ' t have a video games . do you play quake ?
-442.95111 0.0 no , i don ' t have a video games . do you play quake ?
-442.95111 0.0 no , i don ' t have a video games . do you play quake or play
-457.22379 0.0 no , i don ' t have a video games . do you play quake ?

5 Human: Any video games about space? I love it, gonna be an astronaut someday.
Beam Scorer Sequence
-4.03129 0.0 i like video games .
-674.36194 0.0 i love video games , i
-674.36194 0.0 i love video games , i
-674.36194 0.0 i love video games , i
-674.36194 0.0 i love video games , i
-674.36194 0.0 i like video games , i
-717.461 0.0 i love video games , i
-717.461 0.0 i love video games , i
-717.461 0.0 i love video games , i
-717.461 0.0 i love video games , i
-717.461 0.0 i like video games , i
-768.31744 0.0 i love video games , i
-768.31744 0.0 i love video games , i
-768.31744 0.0 i love video games , i
-768.31744 0.0 i love video games , i
General mark: 3
Good pairs: 1,2,3
Bad pairs: 4,5

Profile for Human
i am a girl who loves sports cars and video games.
i am a fourteen year old living with my mom and grandparents.
i only have three best friends.
my favorite thing to do is research race cars in my free time.
i like swimming.
Profile for Model
i like cosplay.
i love watching tv and movies.
i have been to a few renaissance fairs.
my favorite show ever is game of thrones.
i work from home.

1 Human: How are you tonight?
Beam Scorer Sequence
-4.31048 0.0 i ' m good , just watching game of thrones . you ?
-4.43833 0.0 i ' m good , just watching game of thrones .
-4.66924 0.0 i ' m doing well , just watching game of thrones . you ?
-4.78065 0.0 i ' m doing well , just watching game of thrones .
-5.01063 0.0 i ' m doing well , just watching game of thrones . how are you ?
-5.03576 0.0 i ' m doing well , just watching game of thrones . how about you ?
-6.42208 0.0 i ' m doing well , just watching game of thrones . how are you
-6.61486 0.0 i ' m doing well , just watching game of thrones . how about you
-442.95111 0.0 i ' m doing well , just watching game of thrones . how about you ?
-442.95111 0.0 i ' m doing well , just watching game of thrones . how about you ?
-442.95111 0.0 i ' m doing well , just watching game of thrones . how about you ?
-442.95111 0.0 i ' m doing well , just watching game of thrones . how about you ?
-442.95111 0.0 i ' m doing well , just watching game of thrones . how are you ? you
-457.22379 0.0 i ' m doing well , just watching game of thrones . how about you ?
-457.22379 0.0 i ' m doing well , just watching game of thrones . how about you ?

2 Human: Oh, I just had a big fight with my parents :(
Beam Scorer Sequence
-5.52068 0.0 i ' m a huge fan of cosplay .
-5.71253 0.0 do you like cosplay ? i love it .
-6.88847 0.0 i ' m a huge fan of cosplay and movies .
-8.03841 0.0 i ' m a huge fan of cosplay and movies
-8.28904 0.0 i ' m a huge fan of cosplay and movies . what is your favorite show ?
-8.56016 0.0 i ' m a huge fan of cosplay and movies . do you ?
-8.59145 0.0 i ' m a huge fan of cosplay and movies !
-8.78745 0.0 i ' m a huge fan of cosplay and movies . what do you like ?
-8.85191 0.0 i ' m a huge fan of cosplay and movies . what is your favorite tv show ?
-9.20956 0.0 i ' m a huge fan of cosplay and movies . what is your favorite game ?
-10.30128 0.0 i ' m a huge fan of cosplay and movies . what is your favorite tv show
-13.67276 0.0 i ' m a huge fan of cosplay and movies . what is your favorite tv show ? mine !
-14.18736 0.0 i ' m a huge fan of cosplay and movies . what is your favorite tv show ? mine
-14.56771 0.0 i ' m a huge fan of cosplay and movies . what is your favorite tv show ? mine are game
-14.61146 0.0 i ' m a huge fan of cosplay and movies . what is your favorite tv show ? mine are anime

3 Human: Oh wow, me too. I like to dress up like 11 from Stranger things!
Beam Scorer Sequence
-5.59068 0.0 i ' m a huge fan of cosplay .
-5.7222 0.0 i like to watch tv and movies .
-5.76397 0.0 i ' ve been to a renaissance fair .
-551.23779 0.0 i ' ve been to a renaissance fair .
-551.23779 0.0 i ' ve been to a renaissance fair .
-551.23779 0.0 i ' ve been to a renaissance fair .
-551.23779 0.0 i ' ve been to a renaissance fair .
-551.23779 0.0 i ' m a huge fan of cosplay . i
-576.52094 0.0 i ' ve been to a renaissance fair .
-576.52094 0.0 i ' ve been to a renaissance fair .
-576.52094 0.0 i ' ve been to a renaissance fair .
-576.52094 0.0 i ' ve been to a renaissance fair .
-576.52094 0.0 i ' m a huge fan of cosplay . i
-604.9718 0.0 i ' ve been to a renaissance fair .
-604.9718 0.0 i ' ve been to a renaissance fair .

4 Human: Are you into video games? I love them, but my mom says I have to stop playing so much :(
Beam Scorer Sequence
-3.49795 0.0 i like game of thrones .
-7.06896 0.0 i like game of thrones , but it is my favorite .
-7.1749 0.0 i like game of thrones , but they ' re my favorite .
-7.77571 0.0 i like game of thrones , but it is my favorite show .
-8.74863 0.0 i like game of thrones , but they ' re my favorite !
-8.94092 0.0 i like game of thrones , but it is my favorite show
-489.63358 0.0 i like game of thrones , but it is my favorite show .
-489.63358 0.0 i like game of thrones , but it is my favorite show .
-489.63358 0.0 i like game of thrones , but it is my favorite show .
-489.63358 0.0 i like game of thrones , but it is my favorite show .
-489.63358 0.0 i like game of thrones , but they ' re my favorite . .
-508.16705 0.0 i like game of thrones , but it is my favorite show .
-508.16705 0.0 i like game of thrones , but it is my favorite show .
-508.16705 0.0 i like game of thrones , but it is my favorite show .
-508.16705 0.0 i like game of thrones , but it is my favorite show .

5 Human: Mom won't let me watch game of thrones :(
Beam Scorer Sequence
-4.30845 0.0 do you have a favorite show ?
-4.33466 0.0 do you have any hobbies ?
-4.77283 0.0 do you have a favorite tv show ?
-4.85833 0.0 i ' ve never heard of it .
-5.4153 0.0 i ' ve never heard of that .
-5.68463 0.0 i ' ve never heard of that show .
-9.06698 0.0 i ' ve never heard of that show . do you have any hobbies ?
-9.14006 0.0 i ' ve never heard of that show . do you watch tv ?
-9.40425 0.0 i ' ve never heard of that show . do you like cosplay ?
-9.63168 0.0 i ' ve never heard of that show . do you have a favorite ?
-472.72488 0.0 i ' ve never heard of that show . do you have a favorite ?
-472.72488 0.0 i ' ve never heard of that show . do you have a favorite ?
-472.72488 0.0 i ' ve never heard of that show . do you have a favorite ?
-472.72488 0.0 i ' ve never heard of that show . do you have a favorite ?
-472.72488 0.0 i ' ve never heard of that show . do you have any hobbies ? ?

6 Human: Yes, my favorite show is Riverdale.
Beam Scorer Sequence
-3.04326 0.0 my favorite show is game of thrones .
-3.51724 0.0 i like the game of thrones .
-3.81144 0.0 i love the game of thrones .
-3.97019 0.0 my favorite show is of thrones .
-4.25022 0.0 i like the show of thrones .
-6.85494 0.0 my favorite show is game of thrones . you ?
-9.37866 0.0 my favorite show is game of thrones . i ' ve been to a renaissance fair
-12.81341 0.0 my favorite show is game of thrones . i ' ve been to a renaissance fair for the last season
-13.09145 0.0 my favorite show is game of thrones . i ' ve been to a renaissance fair for the last time
-395.49164 0.0 my favorite show is game of thrones . i ' ve been to a renaissance fair for the last time .
-395.49164 0.0 my favorite show is game of thrones . i ' ve been to a renaissance fair for the last time .
-395.49164 0.0 my favorite show is game of thrones . i ' ve been to a renaissance fair for the last time .
-395.49164 0.0 my favorite show is game of thrones . i ' ve been to a renaissance fair for the last time .
-395.49164 0.0 my favorite show is game of thrones . i ' ve been to a renaissance fair for the last time
-406.12619 0.0 my favorite show is game of thrones . i ' ve been to a renaissance fair for the last time .
General mark: 3
Good pairs: 1,5,6
Bad pairs: 2,4

Profile for Human
i live in a condo.
i only listen to opera.
i get up at 4am everyday.
my favorite food is steak.
i have never been to canada.
Profile for Model
my favorite food is steak cooked well done.
i always have a beer after work.
i played football in high school.
i am a roofer.
i drive a lifted chevy truck.

1 Human: How you doing?
Beam Scorer Sequence
-4.01888 0.0 i ' m doing well , how are you ?
-4.05289 0.0 i ' m doing well . how are you ?
-4.37977 0.0 i ' m doing well , how about you ?
-4.3986 0.0 i ' m doing well . how about you ?
-4.96344 0.0 i ' m doing well , how about yourself ?
-551.23779 0.0 i ' m doing well . how are you ?
-551.23779 0.0 i ' m doing well . how are you ?
-551.23779 0.0 i ' m doing well . how are you ?
-551.23779 0.0 i ' m doing well . how are you ?
-551.23779 0.0 i ' m doing well , how about yourself ?
-576.52094 0.0 i ' m doing well . how are you ?
-576.52094 0.0 i ' m doing well . how are you ?
-576.52094 0.0 i ' m doing well . how are you ?
-576.52094 0.0 i ' m doing well . how are you ?
-576.52094 0.0 i ' m doing well , how about yourself ?

2 Human: Good, just got back from the opera.
Beam Scorer Sequence
-6.35839 0.0 that ' s cool , i like to play football in high school .
-6.46781 0.0 that ' s cool , i like to play football .
-6.63887 0.0 that ' s cool . i like to play football in high school
-6.70208 0.0 that ' s cool , i like to play football in high school
-7.46982 0.0 that ' s cool , i like to play football in high school . what about you ?
-7.87291 0.0 that ' s cool , i like to play football in high school . what kind of opera ?
-7.93891 0.0 that ' s cool , i like to play football in high school . what is your favorite band ?
-8.31911 0.0 that ' s cool , i like to play football in high school . what is your favorite food ?
-9.52466 0.0 that ' s cool , i like to play football in high school . what is your favorite band
-9.97288 0.0 that ' s cool , i like to play football in high school . what kind of opera do you listen ?
-10.63731 0.0 that ' s cool , i like to play football in high school . what kind of opera do you listen too ?
-11.00527 0.0 that ' s cool , i like to play football in high school . what kind of opera do you listen for ?
-11.19872 0.0 that ' s cool , i like to play football in high school . what kind of opera do you listen
-12.30186 0.0 that ' s cool , i like to play football in high school . what kind of opera do you listen too
-376.194 0.0 that ' s cool , i like to play football in high school . what kind of opera do you listen for ?

3 Human: I see. You work out?
Beam Scorer Sequence
-5.73633 0.0 yes , i do .
-5.81821 0.0 yes , i work out a lot .
-6.30571 0.0 yes , i work out a lot . what about you ?
-6.39926 0.0 yes , i work at a brewery .
-6.60976 0.0 yes , i work at a construction company .
-7.30678 0.0 yes , i work at a construction company . what about you ?
-8.17303 0.0 yes , i work out a lot . what do you like to eat ?
-9.13093 0.0 yes , i work out a lot . what do you like to cook ?
-9.25652 0.0 yes , i work at a construction company . what do you like to eat ?
-10.71477 0.0 yes , i work out a lot . what do you like to eat
-457.22379 0.0 yes , i work at a construction company . what do you like to eat ? i
-457.22379 0.0 yes , i work at a construction company . what do you like to eat ? i
-457.22379 0.0 yes , i work at a construction company . what do you like to eat ? i
-457.22379 0.0 yes , i work at a construction company . what do you like to eat ? i
-457.22379 0.0 yes , i work at a construction company . what do you like to eat ? what

4 Human: You eat a lot of steak? I love the stuff.
Beam Scorer Sequence
-6.33954 0.0 not really , i like steak too .
-6.88917 0.0 not really , i like steak too much .
-7.65917 0.0 not really , i like steak too
-8.033 0.0 not really , i like steak too much
-8.4187 0.0 not really , i like steak too much . what is your favorite food ?
-8.49068 0.0 not really , i like steak too much . do you have any hobbies ?
-8.49741 0.0 not really , i like steak too much . do you have a favorite food ?
-8.94484 0.0 not really , i like steak too much . do you ?
-9.0608 0.0 not really , i like steak too much . do you have a job ?
-9.25059 0.0 not really , i like steak too much . what is your favorite dish ?
-12.87826 0.0 not really , i like steak too much . do you have a favorite food ? mine is ribeye
-13.02287 0.0 not really , i like steak too much . do you have a favorite food ? mine is ribeye !
-13.32322 0.0 not really , i like steak too much . do you have a favorite food ? mine is grilling
-16.70898 0.0 not really , i like steak too much . do you have a favorite food ? mine is ribeye ! lol
-20.08699 0.0 not really , i like steak too much . do you have a favorite food ? mine is ribeye ! lol ;

5 Human: Decent. You live at home?
Beam Scorer Sequence
-4.26149 0.0 yes , i ' m .
-5.5816 0.0 yes , i live in a mobile area .
-5.79169 0.0 yes , i ' m in the midwest .
-5.81521 0.0 yes , i ' m in the nfl .
-6.97242 0.0 yes , i ' m in a beer .
-576.52094 0.0 yes , i ' m in the midwest .
-576.52094 0.0 yes , i ' m in the midwest .
-576.52094 0.0 yes , i ' m in the midwest .
-576.52094 0.0 yes , i ' m in the midwest .
-576.52094 0.0 yes , i live in a mobile area . i
-604.9718 0.0 yes , i ' m in the midwest .
-604.9718 0.0 yes , i ' m in the midwest .
-604.9718 0.0 yes , i ' m in the midwest .
-604.9718 0.0 yes , i ' m in the midwest .
-604.9718 0.0 yes , i live in a mobile area . i
General mark: 3
Good pairs: 1,2,3
Bad pairs: 4,5

Profile for Human
i have 4 daughters.
i like to go fishing.
i am an athlete.
i like to play board games.
Profile for Model
i hope one day to own a stable of at least 10 race horses.
i have not been on a date since high school.
i have made over 90 , 000 on trifecta bets alone this year.
i am trying to open my own teaching program for horse racing.

1 Human: Good, just got back from fishing with my daughters.
Beam Scorer Sequence
-4.80456 0.0 that sounds like a lot of fun .
-4.97905 0.0 that sounds like a lot of fun
-5.07538 0.0 that sounds like a lot of fun . do you have any hobbies ?
-5.27841 0.0 that sounds like a lot of fun . do you fish ?
-5.49899 0.0 that sounds like a lot of work
-5.55879 0.0 that sounds like a lot of work .
-6.49223 0.0 that sounds like a lot of fun . i ' m trying to open my own stable
-7.86647 0.0 that sounds like a lot of fun . i ' m trying to open my own stable for 90
-8.23637 0.0 that sounds like a lot of fun . i ' m trying to open my own stable for horse racing
-8.71158 0.0 that sounds like a lot of fun . i ' m trying to open my own stable for 90 years
-9.30168 0.0 that sounds like a lot of fun . i ' m trying to open my own stable for horse racing !
-11.06554 0.0 that sounds like a lot of fun . i ' m trying to open my own stable for horse racing ! you ?
-12.68315 0.0 that sounds like a lot of fun . i ' m trying to open my own stable for horse racing ! you fish ?
-12.81792 0.0 that sounds like a lot of fun . i ' m trying to open my own stable for horse racing ! you have kids ?
-13.07322 0.0 that sounds like a lot of fun . i ' m trying to open my own stable for horse racing ! you have any ?

2 Human: It was great. Now we're gonna play checkers, all five of us.
Beam Scorer Sequence
-4.08054 0.0 do you have any hobbies ?
-5.3888 0.0 that ' s a lot of fun . do you have any hobbies ?
-5.78177 0.0 do you have any hobbies ? i ' ve never been on a date .
-5.97989 0.0 that ' s a lot of fun . do you have any pets ?
-6.17947 0.0 that ' s a lot of fun .
-6.25852 0.0 that ' s a lot of fun . do you have any kids ?
-6.73542 0.0 do you have any hobbies ? i ' ve never been on a date before .
-7.47009 0.0 do you have any hobbies ? i ' ve never been on a date before high school .
-7.78943 0.0 that ' s a lot of fun . do you have any hobbies
-7.94052 0.0 do you have any hobbies ? i ' ve never been on a date before !
-8.64491 0.0 do you have any hobbies ? i ' ve never been on a date before high school
-9.12897 0.0 do you have any hobbies ? i ' ve never been on a date before high school !
-11.49061 0.0 do you have any hobbies ? i ' ve never been on a date before high school , but now .
-11.78857 0.0 do you have any hobbies ? i ' ve never been on a date before high school , but it is hard .
-12.79472 0.0 do you have any hobbies ? i ' ve never been on a date before high school , but it is hard

3 Human: Yeah, fishing, and playing games like checkers with the family.
Beam Scorer Sequence
-3.6354 0.0 do you have any hobbies ?
-4.24256 0.0 do you have any pets ?
-5.12457 0.0 i want to own a stable program .
-5.29622 0.0 i want to own a stable teaching program .
-5.73146 0.0 i want to own a stable teaching .
-6.37506 0.0 i want to own a stable teaching program for horse racing .
-6.5868 0.0 i want to own a stable program for racing horses .
-7.52105 0.0 i want to own a stable teaching program for horse racing
-7.83782 0.0 i want to own a stable program for racing horses
-10.84979 0.0 i want to own a stable teaching program for horse racing , but not in high school .
-11.19611 0.0 i want to own a stable teaching program for horse racing , but not in school .
-11.54005 0.0 i want to own a stable teaching program for horse racing , but not in high school
-12.10096 0.0 i want to own a stable teaching program for horse racing , but not in school
-12.39742 0.0 i want to own a stable teaching program for horse racing , but not in high school !
-13.16897 0.0 i want to own a stable teaching program for horse racing , but not in high school . you ?

4 Human: I also like to play sports. How about you?
Beam Scorer Sequence
-4.79136 0.0 i ' m trying to open my own stable .
-5.00613 0.0 i want to own a stable program .
-5.22899 0.0 i ' m trying to open my own teaching program .
-5.47157 0.0 i ' m trying to open my own program .
-6.35499 0.0 i ' m trying to open my own teaching program for horse racing .
-6.44754 0.0 i ' m trying to open my own teaching program
-6.84315 0.0 i ' m trying to open my own teaching program for a race racing .
-6.97689 0.0 i ' m trying to open my own teaching program for 90 years .
-7.21555 0.0 i ' m trying to open my own teaching program for a stable .
-7.37701 0.0 i ' m trying to open my own teaching program for a race horse .
-9.29887 0.0 i ' m trying to open my own teaching program for a race racing . do you have any hobbies ?
-9.67395 0.0 i ' m trying to open my own teaching program for a race racing . do you have any pets ?
-9.96025 0.0 i ' m trying to open my own teaching program for a race racing . do you like horses ?
-10.01482 0.0 i ' m trying to open my own teaching program for a race racing . do you have pets ?
-10.27529 0.0 i ' m trying to open my own teaching program for a race racing . do you ?

5 Human: Oh, that's interesting. Where are you gonna open it?
Beam Scorer Sequence
-4.05322 0.0 i want to open my own stable .
-4.12871 0.0 i ' m going to open my own stable .
-4.50548 0.0 i ' m trying to open my own stable .
-4.7724 0.0 i ' m going to open a stable .
-5.02295 0.0 i ' m going to open my own stable soon .
-5.46743 0.0 i ' m going to open my own teaching program .
-7.30752 0.0 i ' m going to open my own stable soon . you ?
-9.31174 0.0 i ' m going to open my own stable soon . you have any hobbies ?
-9.79551 0.0 i ' m going to open my own stable soon . you have any pets ?
-9.87167 0.0 i ' m going to open my own stable soon . you have any plans for this weekend ?
-9.92552 0.0 i ' m going to open my own stable soon . you have any plans ?
-9.99776 0.0 i ' m going to open my own stable soon . you have any plans for the weekend ?
-10.76921 0.0 i ' m going to open my own stable soon . you have any plans for the day ?
-10.797 0.0 i ' m going to open my own stable soon . you have any plans for this year ?
-10.89204 0.0 i ' m going to open my own stable soon . you have any plans for this week ?
General mark: 3
Good pairs: 1,2,4
Bad pairs: 3,5

Profile for Human
i lift weights , but i never do squats.
i like to watch ma.
my prized possession is a bowie knife.
i am entering the police academy this summer.
Profile for Model
i refuse to ride the bus.
my parents are both dead.
i find joy in the littlest things.
i listen to music for more than 5 hours a day.
i never work more than 4 days in a row.

1 Human: How's it going?
Beam Scorer Sequence
-4.58672 0.0 i ' m doing well . how are you ?
-4.59793 0.0 i ' m doing well , how are you ?
-5.28193 0.0 pretty good . just listening to some music
-5.60018 0.0 pretty good . just listening to some music , you ?
-5.68879 0.0 i ' m doing well . how are you today ?
-9.11466 0.0 pretty good . just listening to some music , you ? i love it !
-9.67462 0.0 pretty good . just listening to some music , you ? i love it
-11.44808 0.0 pretty good . just listening to some music , you ? i ' m a little bit of an old person
-11.46179 0.0 pretty good . just listening to some music , you ? i ' m a little bit tired
-11.71068 0.0 pretty good . just listening to some music , you ? i ' m a little bit of everything
-11.82964 0.0 pretty good . just listening to some music , you ? i ' m a little bit of an old soul
-11.90451 0.0 pretty good . just listening to some music , you ? i ' m a little bit of an hour
-395.49164 0.0 pretty good . just listening to some music , you ? i ' m a little bit of an old person
-395.49164 0.0 pretty good . just listening to some music , you ? i ' m a little bit of an old person
-395.49164 0.0 pretty good . just listening to some music , you ? i ' m a little bit of an old person

2 Human: I'm doing well, just getting some work out time in.
Beam Scorer Sequence
-4.44578 0.0 do you have any hobbies ?
-5.31011 0.0 do you have a job ?
-5.44122 0.0 do you work out ?
-6.28194 0.0 do you have any hobbies ? i love music .
-6.90204 0.0 do you work out ? i ' ve a lot of joy .
-8.0996 0.0 do you work out ? i ' ve a lot of joy in the little things .
-8.13409 0.0 do you work out ? i ' ve a lot of things .
-8.13692 0.0 do you work out ? i ' ve a lot of time to walk .
-8.68446 0.0 do you work out ? i ' ve a lot of joy in the rain .
-8.88084 0.0 do you work out ? i ' ve a lot of joy in the sunshine .
-9.51675 0.0 do you work out ? i ' ve a lot of joy in the little things
-10.0877 0.0 do you work out ? i ' ve a lot of joy in the little things !
-442.95111 0.0 do you work out ? i ' ve a lot of joy in the little things !
-442.95111 0.0 do you work out ? i ' ve a lot of joy in the little things !
-442.95111 0.0 do you work out ? i ' ve a lot of joy in the little things !

3 Human: Well, I love to exercise and lift weights, and there's also my knife.
Beam Scorer Sequence
-3.57663 0.0 i enjoy listening to music .
-637.28033 0.0 i listen to music while listening to
-637.28033 0.0 i listen to music while listening to
-637.28033 0.0 i listen to music while listening to
-637.28033 0.0 i listen to music while listening to
-637.28033 0.0 i enjoy listening to music . i
-674.36194 0.0 i listen to music while listening to
-674.36194 0.0 i listen to music while listening to
-674.36194 0.0 i listen to music while listening to
-674.36194 0.0 i listen to music while listening to
-674.36194 0.0 i enjoy listening to music . i
-717.461 0.0 i listen to music while listening to
-717.461 0.0 i listen to music while listening to
-717.461 0.0 i listen to music while listening to
-717.461 0.0 i listen to music while listening to

4 Human: I wish I had time to listen to music, but I'm too busy training.
Beam Scorer Sequence
-5.44147 0.0 my parents passed away .
-5.49876 0.0 i listen to music .
-674.36194 0.0 i listen to music while i
-674.36194 0.0 i listen to music while i
-674.36194 0.0 i listen to music while i
-674.36194 0.0 i listen to music while i
-674.36194 0.0 i listen to music , i
-717.461 0.0 i listen to music while i
-717.461 0.0 i listen to music while i
-717.461 0.0 i listen to music while i
-717.461 0.0 i listen to music while i
-717.461 0.0 i listen to music , i
-768.31744 0.0 i listen to music while i
-768.31744 0.0 i listen to music while i
-768.31744 0.0 i listen to music while i

5 Human: That's a shame. My parents never seemed to understand me.
Beam Scorer Sequence
-4.78642 0.0 my parents passed away .
-5.11841 0.0 my parents were dead .
-5.30803 0.0 my parents died when i was younger .
-5.36055 0.0 i do not work either .
-5.7336 0.0 my parents died when i was a kid .
-6.6608 0.0 my parents died when i was a child .
-7.96529 0.0 my parents died when i was a kid
-8.15427 0.0 my parents died when i was younger
-9.62304 0.0 my parents died when i was younger . they were dead
-489.63358 0.0 my parents died when i was younger . they were dead , but i
-489.63358 0.0 my parents died when i was younger . they were dead , but i
-489.63358 0.0 my parents died when i was younger . they were dead , but i
-489.63358 0.0 my parents died when i was younger . they were dead , but i
-489.63358 0.0 my parents died when i was younger . they were dead , so they
-508.16705 0.0 my parents died when i was younger . they were dead , but i
General mark: 2
Good pairs: 1,2
Bad pairs: 4,5

Profile for Human
i lift weights , but i never do squats.
i like to watch ma.
my prized possession is a bowie knife.
i am entering the police academy this summer.
Profile for Model
my favorite artist is justin bieber.
my family and i go camping every month.
i love to go horseback riding whenever i can.
i am a mother of two beautiful boys.

1 Human: Hi, what's up?
Beam Scorer Sequence
-5.46386 0.0 hi , i ' m doing well . how are you ?
-5.52276 0.0 hello , i ' m doing well . how are you ?
-5.52781 0.0 hi ! i ' m doing well . how are you ?
-5.81003 0.0 hi ! i ' m just hanging out with my two boys . you ?
-5.8108 0.0 hi ! i ' m just hanging out with my two boys . how about you ?
-5.88727 0.0 hi ! i ' m just hanging out with my two boys .
-6.32617 0.0 hi ! i ' m just hanging out with my two boys . what about you ?
-6.44811 0.0 hi ! i ' m just hanging out with my two boys
-6.68421 0.0 hi ! i ' m just hanging out with my two boys . how are you ?
-6.7926 0.0 hi ! i ' m just hanging out with my two boys . what are you up to ?
-7.37974 0.0 hi ! i ' m just hanging out with my two boys . what are you up to today ?
-7.63706 0.0 hi ! i ' m just hanging out with my two boys . what are you doing ?
-7.97929 0.0 hi ! i ' m just hanging out with my two boys . what are you up to tonight ?
-8.73189 0.0 hi ! i ' m just hanging out with my two boys . what are you up to
-9.21341 0.0 hi ! i ' m just hanging out with my two boys . what are you up to today

2 Human: I'm well, just got done working out.
Beam Scorer Sequence
-4.22232 0.0 do you have any hobbies ?
-4.67103 0.0 do you like to go camping ?
-5.64128 0.0 what kind of work ?
-5.95046 0.0 do you have any hobbies ? i like to go camping .
-6.35717 0.0 do you have any hobbies ? i like to go camping with my family .
-6.58078 0.0 do you have any hobbies ? i ' m a mom .
-6.65314 0.0 do you have any hobbies ? i like to go camping and horseback riding .
-6.65356 0.0 do you like to go camping ? i ' ve two boys .
-7.00566 0.0 do you have any hobbies ? i like to go camping with my two boys .
-7.37788 0.0 do you have any hobbies ? i like to go camping with my family
-7.62406 0.0 do you have any hobbies ? i like to go camping and horseback riding
-7.85489 0.0 do you have any hobbies ? i like to go camping with my two boys
-8.90032 0.0 do you have any hobbies ? i like to go camping with my two boys and family .
-9.7219 0.0 do you have any hobbies ? i like to go camping with my two boys and family
-10.09521 0.0 do you have any hobbies ? i like to go camping with my two boys and they .

3 Human: I like to work out with weights, watch "Ma", and I'm into knives.
Beam Scorer Sequence
-4.9185 0.0 i like horseback riding and camping .
-6.14803 0.0 i like horseback riding and camping
-6.86962 0.0 that ' s cool . i like to go camping with my family every month
-6.93575 0.0 that ' s cool . i like to go camping with my two boys
-8.60383 0.0 that ' s cool . i like to go camping with my two boys and family
-442.95111 0.0 that ' s cool . i like to go camping with my two boys and family
-442.95111 0.0 that ' s cool . i like to go camping with my two boys and family
-442.95111 0.0 that ' s cool . i like to go camping with my two boys and family
-442.95111 0.0 that ' s cool . i like to go camping with my two boys and family
-442.95111 0.0 that ' s cool . i like to go camping with my family every month , i
-457.22379 0.0 that ' s cool . i like to go camping with my two boys and family
-457.22379 0.0 that ' s cool . i like to go camping with my two boys and family
-457.22379 0.0 that ' s cool . i like to go camping with my two boys and family
-457.22379 0.0 that ' s cool . i like to go camping with my two boys and family
-457.22379 0.0 that ' s cool . i like to go camping with my family every month , i

4 Human: Nice, I bet you could use a bowie knife out there camping.
Beam Scorer Sequence
-5.47038 0.0 i ' ve never heard of that .
-5.49154 0.0 i ' ve never heard of that . do you have any hobbies ?
-5.74702 0.0 i ' ve never heard of that . do you like justin bieber ?
-6.12981 0.0 i ' ve never heard of that . do you have a favorite artist ?
-6.30501 0.0 i ' ve never heard of that . do you have any pets ?
-6.35609 0.0 i ' ve never heard of that . do you like music ?
-8.36499 0.0 i ' ve never heard of that . do you have a favorite artist ? mine is justin bieber
-8.76754 0.0 i ' ve never heard of that . do you have a favorite artist ? mine is justin bieber !
-9.80643 0.0 i ' ve never heard of that . do you have a favorite artist ? mine is justin bieber ,
-9.99747 0.0 i ' ve never heard of that . do you have a favorite artist ? mine is justin bieber , lol
-11.95229 0.0 i ' ve never heard of that . do you have a favorite artist ? mine is justin bieber , but my fav !
-12.41784 0.0 i ' ve never heard of that . do you have a favorite artist ? mine is justin bieber , but my family
-14.97108 0.0 i ' ve never heard of that . do you have a favorite artist ? mine is justin bieber , but my fav ! p
-359.12003 0.0 i ' ve never heard of that . do you have a favorite artist ? mine is justin bieber , but my fav ! p !
-359.12003 0.0 i ' ve never heard of that . do you have a favorite artist ? mine is justin bieber , but my fav ! p !

5 Human: It's a really nice knife, I love mine.
Beam Scorer Sequence
-3.48387 0.0 do you have any hobbies ?
-3.83549 0.0 do you like to go camping ?
-4.02023 0.0 do you have any kids ?
-6.00486 0.0 do you like to go camping ? i love it .
-8.27685 0.0 that ' s cool . i like to go camping with my family every month
-8.56469 0.0 that ' s cool . i like to go camping with my family every month !
-11.63261 0.0 that ' s cool . i like to go camping with my family every month , but it is fun
-12.26127 0.0 that ' s cool . i like to go camping with my family every month , but it is a blast !
-12.31063 0.0 that ' s cool . i like to go camping with my family every month , but it is a blast
-13.73637 0.0 that ' s cool . i like to go camping with my family every month , but it is a blast ?
-14.02649 0.0 that ' s cool . i like to go camping with my family every month , but it is a blast lol
-385.53659 0.0 that ' s cool . i like to go camping with my family every month , but it is a blast ?
-385.53659 0.0 that ' s cool . i like to go camping with my family every month , but it is a blast ?
-385.53659 0.0 that ' s cool . i like to go camping with my family every month , but it is a blast ?
-385.53659 0.0 that ' s cool . i like to go camping with my family every month , but it is a blast ?
General mark: 4
Good pairs: 1,2,3,4
Bad pairs: 5

Profile for Human
my parents met at woodstock.
i have a cat named pickles.
i was a swimmer in college.
i love starbucks coffee.
Profile for Model
i am an elementary school teacher.
my mom and dad are from japan.
i live in toronto , canada.
my favorite french fries are from mcdonalds.
i love to shop.

1 Human: Just sitting here hanging out, how about you?>
Beam Scorer Sequence
-6.98382 0.0 i just got back from a shopping trip . how about you ?
-7.23996 0.0 i just got back from a shopping trip
-7.24892 0.0 i just got back from a shopping trip .
-7.25135 0.0 i just got back from the mall .
-7.5042 0.0 i just got back from a shopping shop .
-7.688 0.0 i just got back from a shopping trip . how are you ?
-8.40691 0.0 i just got back from a shopping trip . how are you today ?
-8.4589 0.0 i just got back from a shopping trip . how old are you ?
-8.47422 0.0 i just got back from a shopping trip . how are you doing ?
-472.72488 0.0 i just got back from a shopping trip . how old are you ?
-472.72488 0.0 i just got back from a shopping trip . how old are you ?
-472.72488 0.0 i just got back from a shopping trip . how old are you ?
-472.72488 0.0 i just got back from a shopping trip . how old are you ?
-472.72488 0.0 i just got back from a shopping trip . how are you today ? i
-489.63358 0.0 i just got back from a shopping trip . how old are you ?

2 Human: Oh, are you Japanese?
Beam Scorer Sequence
-5.64934 0.0 no , i ' m a teacher . how about you ?
-5.74858 0.0 no , i ' m a teacher .
-5.78434 0.0 no , i am a teacher .
-5.89267 0.0 no , i ' m a teacher . what about you ?
-6.01641 0.0 no , i ' m a teacher . do you have any hobbies ?
-7.21519 0.0 no , i ' m a teacher . do you have any pets ?
-7.3931 0.0 no , i ' m a teacher . do you have any kids ?
-8.92171 0.0 no , i ' m a teacher . do you have any hobbies
-472.72488 0.0 no , i ' m a teacher . do you have any pets ?
-472.72488 0.0 no , i ' m a teacher . do you have any pets ?
-472.72488 0.0 no , i ' m a teacher . do you have any pets ?
-472.72488 0.0 no , i ' m a teacher . do you have any pets ?
-472.72488 0.0 no , i ' m a teacher . do you have any pets ? i
-489.63358 0.0 no , i ' m a teacher . do you have any pets ?
-489.63358 0.0 no , i ' m a teacher . do you have any pets ?

3 Human: Well, I used to be a swimmer back in college.
Beam Scorer Sequence
-5.50639 0.0 that ' s cool . do you have any hobbies ?
-6.03899 0.0 that ' s cool . do you like mcdonalds ?
-6.48971 0.0 that ' s cool . do you have any pets ?
-6.75148 0.0 that ' s cool . do you have any kids ?
-9.33424 0.0 that ' s cool . do you have any hobbies ? i like to shop at mcdonalds !
-9.35151 0.0 that ' s cool . do you have any hobbies ? i like to shop at mcdonalds
-10.88365 0.0 that ' s cool . do you have any hobbies ? i like to shop at mcdonalds and shopping
-10.99155 0.0 that ' s cool . do you have any hobbies ? i like to shop at mcdonalds and buy them !
-11.09894 0.0 that ' s cool . do you have any hobbies ? i like to shop at mcdonalds and buy them
-11.27027 0.0 that ' s cool . do you have any hobbies ? i like to shop at mcdonalds and buy my favorite food !
-11.36343 0.0 that ' s cool . do you have any hobbies ? i like to shop at mcdonalds and buy my favorite fries
-11.47867 0.0 that ' s cool . do you have any hobbies ? i like to shop at mcdonalds and buy my favorite food
-376.194 0.0 that ' s cool . do you have any hobbies ? i like to shop at mcdonalds and buy my favorite food ! !
-376.194 0.0 that ' s cool . do you have any hobbies ? i like to shop at mcdonalds and buy my favorite food ! !
-376.194 0.0 that ' s cool . do you have any hobbies ? i like to shop at mcdonalds and buy my favorite food ! !

4 Human: What do you shop for at mcdonalds?
Beam Scorer Sequence
-7.65978 0.0 it is a lot of work .
-8.64372 0.0 it is a lot of work . i teach elementary school
-9.54307 0.0 it is a lot of work . i like to shop at mcdonalds
-11.0034 0.0 it is a lot of work . i like to shop at mcdonalds and buy them
-11.06406 0.0 it is a lot of work . i like to shop at mcdonalds and go shopping
-11.40379 0.0 it is a lot of work . i like to shop at mcdonalds and eat mcdonald
-442.95111 0.0 it is a lot of work . i like to shop at mcdonalds and go shopping
-442.95111 0.0 it is a lot of work . i like to shop at mcdonalds and go shopping
-442.95111 0.0 it is a lot of work . i like to shop at mcdonalds and go shopping
-442.95111 0.0 it is a lot of work . i like to shop at mcdonalds and go shopping
-442.95111 0.0 it is a lot of work . i like to shop at mcdonalds and eat mcdonald
-457.22379 0.0 it is a lot of work . i like to shop at mcdonalds and go shopping
-457.22379 0.0 it is a lot of work . i like to shop at mcdonalds and go shopping
-457.22379 0.0 it is a lot of work . i like to shop at mcdonalds and go shopping
-457.22379 0.0 it is a lot of work . i like to shop at mcdonalds and go shopping

5 Human: What do you get there?
Beam Scorer Sequence
-7.17616 0.0 i go shopping and shop .
-7.73192 0.0 i go to japan , canada .
-8.53894 0.0 i go to japan , canada and shop .
-8.93536 0.0 i go to japan , canada and shop . you ?
-9.42054 0.0 i go to japan , canada and shop
-9.78195 0.0 i go to japan , canada and buy a lot of shopping .
-9.79301 0.0 i go to japan , canada and buy lots of stores .
-9.83765 0.0 i go to japan , canada and buy lots of shopping .
-10.15501 0.0 i go to japan , canada and buy a lot of shop .
-10.29439 0.0 i go to japan , canada and buy a lot of shopping
-10.35111 0.0 i go to japan , canada and buy a lot of shopping . you ?
-10.63545 0.0 i go to japan , canada and buy a lot of shop . you ?
-13.49404 0.0 i go to japan , canada and buy a lot of shopping . you
-13.81602 0.0 i go to japan , canada and buy a lot of shop . you
-13.85444 0.0 i go to japan , canada and buy a lot of shopping . you ? !
General mark: 2
Good pairs: 1,3
Bad pairs: 2,4,5

Profile for Human
i am always looking for wildlife when i am outside.
i visit animal shelters fairly often.
i get along better with animals than people.
i have several different breeds of pets.
i enjoy watching animal videos on the internet.
Profile for Model
my favorite music is rock and roll.
i love to travel.
i go to school for business.
i enjoy skiing.

1 Human: Hello! I'm going on a hike tomorrow to look for wildlife!
Beam Scorer Sequence
-6.99038 0.0 that sounds fun ! i ' m going to go skiing .
-489.63358 0.0 that sounds fun ! i ' m going to go skiing and go
-489.63358 0.0 that sounds fun ! i ' m going to go skiing and go
-489.63358 0.0 that sounds fun ! i ' m going to go skiing and go
-489.63358 0.0 that sounds fun ! i ' m going to go skiing and go
-489.63358 0.0 that sounds fun ! i ' m going to go skiing , i
-508.16705 0.0 that sounds fun ! i ' m going to go skiing and go
-508.16705 0.0 that sounds fun ! i ' m going to go skiing and go
-508.16705 0.0 that sounds fun ! i ' m going to go skiing and go
-508.16705 0.0 that sounds fun ! i ' m going to go skiing and go
-508.16705 0.0 that sounds fun ! i ' m going to go skiing , i
-528.59167 0.0 that sounds fun ! i ' m going to go skiing and go
-528.59167 0.0 that sounds fun ! i ' m going to go skiing and go
-528.59167 0.0 that sounds fun ! i ' m going to go skiing and go
-528.59167 0.0 that sounds fun ! i ' m going to go skiing and go

2 Human: cool! Do you ever visit animal shelters?
Beam Scorer Sequence
-6.22612 0.0 no , i do not have a lot of time for animals .
-6.4969 0.0 no , i do not have a lot of time to travel .
-6.67105 0.0 no , but i love to travel .
-6.94476 0.0 no , i do not have any pets .
-6.98645 0.0 no , i do not have a lot of time for pets .
-7.0867 0.0 no , i do not have a lot of time for animals
-7.22857 0.0 no , i do not have a lot of time for them .
-8.34475 0.0 no , i do not have a lot of time
-489.63358 0.0 no , i do not have a lot of time to travel .
-489.63358 0.0 no , i do not have a lot of time to travel .
-489.63358 0.0 no , i do not have a lot of time to travel .
-489.63358 0.0 no , i do not have a lot of time to travel .
-489.63358 0.0 no , i do not have a lot of time for them .
-508.16705 0.0 no , i do not have a lot of time to travel .
-508.16705 0.0 no , i do not have a lot of time to travel .

3 Human: I really like animals better than people!
Beam Scorer Sequence
-6.17266 0.0 me too ! i love to ski .
-6.44335 0.0 me too ! i love to ski . do you like music ?
-6.60426 0.0 me too ! i love to ski . do you have any hobbies ?
-6.84122 0.0 me too ! i love to ski . do you travel ?
-7.07445 0.0 me too ! i love to ski and travel .
-7.09732 0.0 me too ! i love to ski . do you ?
-7.92327 0.0 me too ! i love to ski and travel
-8.24953 0.0 me too ! i love to ski . do you have any pets ?
-9.1588 0.0 me too ! i love to ski . do you have any hobbies
-472.72488 0.0 me too ! i love to ski . do you have any pets ?
-472.72488 0.0 me too ! i love to ski . do you have any pets ?
-472.72488 0.0 me too ! i love to ski . do you have any pets ?
-472.72488 0.0 me too ! i love to ski . do you have any pets ?
-472.72488 0.0 me too ! i love to ski . do you have any hobbies ? do
-489.63358 0.0 me too ! i love to ski . do you have any pets ?

4 Human: Do you ever watch animal videos on the youtube?
Beam Scorer Sequence
-3.64125 0.0 no i don ' t . do you ?
-5.21318 0.0 no i don ' t . do you have any hobbies ?
-5.45735 0.0 no i don ' t . do you like music ?
-6.22042 0.0 no i don ' t . do you
-6.27853 0.0 no i don ' t . do you have any pets ?
-6.28262 0.0 no i don ' t . do you have a favorite band ?
-7.33724 0.0 no i don ' t . do you have a favorite band ? mine is rock and roll
-8.71464 0.0 no i don ' t . do you have a favorite band ? mine is rock
-8.75031 0.0 no i don ' t . do you have a favorite band ? mine is rock and roll !
-8.75831 0.0 no i don ' t . do you have a favorite band ? mine are rock and roll
-8.90186 0.0 no i don ' t . do you have a favorite band ? mines rock and roll
-10.28955 0.0 no i don ' t . do you have a favorite band ? mines rock
-11.87107 0.0 no i don ' t . do you have a favorite band ? mine is rock and roll ! lol
-15.23983 0.0 no i don ' t . do you have a favorite band ? mine is rock and roll ! lol ,
-15.77876 0.0 no i don ' t . do you have a favorite band ? mine is rock and roll ! lol , haha

5 Human: I really enjoy them. I have lots of different pets
Beam Scorer Sequence
-4.61616 0.0 that ' s cool . do you have any hobbies ?
-4.95339 0.0 that ' s cool . do you like music ?
-5.23245 0.0 that ' s cool . do you like to ski ?
-5.70072 0.0 that ' s cool . do you have any pets ?
-7.14787 0.0 that ' s cool . do you have any hobbies ? i love skiing
-7.27199 0.0 that ' s cool . do you have any hobbies ? i like skiing
-7.61576 0.0 that ' s cool . do you have any hobbies ? i enjoy skiing
-472.72488 0.0 that ' s cool . do you have any hobbies ? i like skiing
-472.72488 0.0 that ' s cool . do you have any hobbies ? i like skiing
-472.72488 0.0 that ' s cool . do you have any hobbies ? i like skiing
-472.72488 0.0 that ' s cool . do you have any hobbies ? i like skiing
-472.72488 0.0 that ' s cool . do you have any hobbies ? i enjoy skiing
-489.63358 0.0 that ' s cool . do you have any hobbies ? i like skiing
-489.63358 0.0 that ' s cool . do you have any hobbies ? i like skiing
-489.63358 0.0 that ' s cool . do you have any hobbies ? i like skiing
General mark: 4
Good pairs: 1,2,4,5
Bad pairs: 3

Profile for Human
i eat well.
i am very social.
i am in college.
i play football.
i exercise.
Profile for Model
my favorite phone is as iphone.
i have never been to college.
i have never been out of the country.
i am a bank teller.
i love to go hiking.

1 Human: hello, how are you?
Beam Scorer Sequence
-3.71578 0.0 i ' m good . how are you ?
-3.7243 0.0 i ' m doing well , how are you ?
-3.84974 0.0 i ' m doing well . how are you ?
-4.41772 0.0 i ' m doing well , how about you ?
-5.63942 0.0 i ' m good . just got back from a hike
-6.22838 0.0 i ' m good . just got back from a hike , you ?
-6.25279 0.0 i ' m good . just got back from a hike , how are you ?
-6.3227 0.0 i ' m good . just got back from a hike , how about you ?
-6.47033 0.0 i ' m good . just got back from a hike !
-7.48912 0.0 i ' m good . just got back from a hike , how is your day ?
-7.71972 0.0 i ' m good . just got back from a hike , how about yourself ?
-7.84366 0.0 i ' m good . just got back from a hike , how are you
-12.27365 0.0 i ' m good . just got back from a hike , how is your day ? you
-13.66448 0.0 i ' m good . just got back from a hike , how is your day ? you are
-14.36754 0.0 i ' m good . just got back from a hike , how is your day ? you like hiking

2 Human: i am great. do you like football?
Beam Scorer Sequence
-5.60982 0.0 not really . i ' ve never been out of the country
-8.63897 0.0 not really . i ' ve never been out of the country , but it is my favorite
-9.12313 0.0 not really . i ' ve never been out of the country , but it is hard to go hiking
-9.34777 0.0 not really . i ' ve never been out of the country , but it is hard to hike
-9.89101 0.0 not really . i ' ve never been out of the country , but it is hard to go hiking !
-10.42319 0.0 not really . i ' ve never been out of the country , but it is hard to go hiking though
-10.94575 0.0 not really . i ' ve never been out of the country , but it is hard to go hiking and hike
-11.63673 0.0 not really . i ' ve never been out of the country , but it is hard to go hiking and hike !
-12.41154 0.0 not really . i ' ve never been out of the country , but it is hard to go hiking and hike in my spare time
-12.56336 0.0 not really . i ' ve never been out of the country , but it is hard to go hiking and hike in my free time
-13.16511 0.0 not really . i ' ve never been out of the country , but it is hard to go hiking and hike in my spare time !
-15.03699 0.0 not really . i ' ve never been out of the country , but it is hard to go hiking and hike in my spare time ! you ?
-15.57942 0.0 not really . i ' ve never been out of the country , but it is hard to go hiking and hike in my spare time ! lol
-17.61968 0.0 not really . i ' ve never been out of the country , but it is hard to go hiking and hike in my spare time ! you
-18.56053 0.0 not really . i ' ve never been out of the country , but it is hard to go hiking and hike in my spare time ! you ? ;

3 Human: did you go to college? i am a student now.
Beam Scorer Sequence
-5.48681 0.0 no , i ' m not a college teller .
-5.63429 0.0 no i did not go to college .
-5.81992 0.0 no i did not go out of college .
-5.86429 0.0 no , i ' m not a college teller . what do you study ?
-6.19641 0.0 no , i ' m not a college teller
-6.30775 0.0 no , i ' m not a college teller . do you have any hobbies ?
-6.94962 0.0 no , i ' m not a college teller . do you work ?
-7.74828 0.0 no , i ' m not a college teller . do you have any pets ?
-7.7812 0.0 no , i ' m not a college teller . do you have any siblings ?
-442.95111 0.0 no , i ' m not a college teller . do you have any pets ?
-442.95111 0.0 no , i ' m not a college teller . do you have any pets ?
-442.95111 0.0 no , i ' m not a college teller . do you have any pets ?
-442.95111 0.0 no , i ' m not a college teller . do you have any pets ?
-442.95111 0.0 no , i ' m not a college teller . do you have any pets ? i
-457.22379 0.0 no , i ' m not a college teller . do you have any pets ?

4 Human: do you work out?
Beam Scorer Sequence
-4.71422 0.0 i ' m a bank teller . what do you study ?
-4.81807 0.0 i ' m a bank teller .
-4.87486 0.0 i ' m a teller . what about you ?
-4.89273 0.0 i ' m a bank teller . what about you ?
-4.9289 0.0 i ' m a teller . what do you study ?
-5.41579 0.0 i ' m a teller .
-6.64286 0.0 i ' m a bank teller . what do you study for ?
-489.63358 0.0 i ' m a bank teller . what do you study for ? i
-489.63358 0.0 i ' m a bank teller . what do you study for ? i
-489.63358 0.0 i ' m a bank teller . what do you study for ? i
-489.63358 0.0 i ' m a bank teller . what do you study for ? i
-489.63358 0.0 i ' m a bank teller . what do you study for ? you
-508.16705 0.0 i ' m a bank teller . what do you study for ? i
-508.16705 0.0 i ' m a bank teller . what do you study for ? i
-508.16705 0.0 i ' m a bank teller . what do you study for ? i

5 Human: i study computer science
Beam Scorer Sequence
-6.37698 0.0 that is cool . i ' ve never been out of the country
-6.54793 0.0 that ' s cool . i have never been out of the country
-9.40496 0.0 that is cool . i ' ve never been out of the country , but not in college
-9.70826 0.0 that is cool . i ' ve never been out of the country , but not a college student
-9.75968 0.0 that is cool . i ' ve never been out of the country , but not too much
-9.92159 0.0 that is cool . i ' ve never been out of the country , but not a college teller
-11.30377 0.0 that is cool . i ' ve never been out of the country , but not a college student yet
-12.22549 0.0 that is cool . i ' ve never been out of the country , but not a college student yet !
-13.25259 0.0 that is cool . i ' ve never been out of the country , but not a college student yet though
-14.01083 0.0 that is cool . i ' ve never been out of the country , but not a college student yet though !
-16.37797 0.0 that is cool . i ' ve never been out of the country , but not a college student yet though ! you ?
-16.81657 0.0 that is cool . i ' ve never been out of the country , but not a college student yet though ! lol
-18.93488 0.0 that is cool . i ' ve never been out of the country , but not a college student yet though ! you
-19.86581 0.0 that is cool . i ' ve never been out of the country , but not a college student yet though ! you ? p
-359.12003 0.0 that is cool . i ' ve never been out of the country , but not a college student yet though ! you ? p ?
General mark: 2
Good pairs: 1,5
Bad pairs: 2,3,4

Profile for Human
i have 4 daughters.
i like to go fishing.
i am an athlete.
i like to play board games.
Profile for Model
i have perfect pitch.
as a child , i won a national spelling bee.
i have been published in the new yorker magazine.
i have a severe phobia of wide open spaces.
i am a gourmet cook.

1 Human: My daughters just beat me at Monopoly and I'm so upset!
Beam Scorer Sequence
-4.69132 0.0 i ' m sorry to hear that . do you have any hobbies ?
-4.75129 0.0 i ' m sorry to hear that .
-5.02049 0.0 i ' m so sorry to hear that .
-5.18032 0.0 i ' m sorry to hear that . do you have any kids ?
-5.39227 0.0 i ' m sorry to hear that . do you have any pets ?
-7.1595 0.0 i ' m sorry to hear that . do you have any hobbies
-472.72488 0.0 i ' m sorry to hear that . do you have any kids ?
-472.72488 0.0 i ' m sorry to hear that . do you have any kids ?
-472.72488 0.0 i ' m sorry to hear that . do you have any kids ?
-472.72488 0.0 i ' m sorry to hear that . do you have any kids ?
-472.72488 0.0 i ' m sorry to hear that . do you have any pets ? i
-489.63358 0.0 i ' m sorry to hear that . do you have any kids ?
-489.63358 0.0 i ' m sorry to hear that . do you have any kids ?
-489.63358 0.0 i ' m sorry to hear that . do you have any kids ?
-489.63358 0.0 i ' m sorry to hear that . do you have any kids ?

2 Human: Yes, like I said before about board games? Also, I love fishing.
Beam Scorer Sequence
-6.53869 0.0 i ' ve been published for a few years .
-7.17065 0.0 i ' ve been published for a few years . what about you ?
-7.49529 0.0 i ' m a gourmet chef . what do you like to fish ?
-7.67377 0.0 i ' ve been published for a few years . what is your favorite food ?
-7.87605 0.0 i ' ve been published for a few years . what is your favorite thing to do ?
-8.14938 0.0 i ' ve been published for a few years . what do you like to fish ?
-8.17904 0.0 i ' ve been published for a few years . what do you like to eat ?
-12.5266 0.0 i ' ve been published for a few years . what is your favorite thing to do ? mine are gourmet
-13.01038 0.0 i ' ve been published for a few years . what is your favorite thing to do ? mine are gourmet food !
-13.099 0.0 i ' ve been published for a few years . what is your favorite thing to do ? mine are gourmet food
-14.23485 0.0 i ' ve been published for a few years . what is your favorite thing to do ? mine are gourmet food ,
-14.78658 0.0 i ' ve been published for a few years . what is your favorite thing to do ? mine are gourmet food and cooking
-367.40546 0.0 i ' ve been published for a few years . what is your favorite thing to do ? mine are gourmet food , cooking .
-367.40546 0.0 i ' ve been published for a few years . what is your favorite thing to do ? mine are gourmet food , cooking .
-367.40546 0.0 i ' ve been published for a few years . what is your favorite thing to do ? mine are gourmet food , cooking .

3 Human: No, not me. What did you write?
Beam Scorer Sequence
-5.70736 0.0 i wrote a article about the new yorker magazine .
-5.92657 0.0 i ' m writing a book about the new yorker magazine .
-6.05307 0.0 i ' m writing a article about the new yorker magazine .
-6.73506 0.0 i wrote a article about the new yorker bee .
-7.17755 0.0 i ' m writing a book about the new yorker magazine
-7.29725 0.0 i ' m writing a article about the new yorker magazine
-7.51163 0.0 i ' m writing a book about the new yorker magazine . what are your hobbies ?
-7.70799 0.0 i ' m writing a book about the new yorker magazine . what are you doing ?
-7.81344 0.0 i ' m writing a book about the new yorker magazine . what do you like ?
-7.89118 0.0 i ' m writing a book about the new yorker magazine . what is your favorite food ?
-12.5226 0.0 i ' m writing a book about the new yorker magazine . what is your favorite food ? mine are gourmet
-12.58094 0.0 i ' m writing a book about the new yorker magazine . what is your favorite food ? mine are gourmet !
-13.31522 0.0 i ' m writing a book about the new yorker magazine . what is your favorite food ? mine has been published
-13.81262 0.0 i ' m writing a book about the new yorker magazine . what is your favorite food ? mine has been published !
-19.73987 0.0 i ' m writing a book about the new yorker magazine . what is your favorite food ? mine has been published ! you

4 Human: Oh cool, could I read it/
Beam Scorer Sequence
-5.68997 0.0 i ' d love to . do you have any hobbies ?
-6.0201 0.0 i ' d love to do that .
-6.64321 0.0 i ' d love to . do you have a favorite food ?
-6.69708 0.0 i ' d love to . do you like cooking ?
-6.77637 0.0 i ' d love to . do you have a hobby ?
-6.79918 0.0 i ' d love to . do you have a favorite book ?
-442.95111 0.0 i ' d love to . do you have a favorite food ? mine is published .
-442.95111 0.0 i ' d love to . do you have a favorite food ? mine is published .
-442.95111 0.0 i ' d love to . do you have a favorite food ? mine is published .
-442.95111 0.0 i ' d love to . do you have a favorite food ? mine is published .
-442.95111 0.0 i ' d love to . do you have a favorite food ? mine is gourmet food
-457.22379 0.0 i ' d love to . do you have a favorite food ? mine is published .
-457.22379 0.0 i ' d love to . do you have a favorite food ? mine is published .
-457.22379 0.0 i ' d love to . do you have a favorite food ? mine is published .
-457.22379 0.0 i ' d love to . do you have a favorite food ? mine is published .
General mark: 2
Good pairs: 1,3
Bad pairs: 2,4

Profile for Human
i have 3 dogs and 2 cats.
i am a 30 year old female.
i work as a vet.
i am a vegan.
i like to ride my bike.
Profile for Model
driving in the country side is a pastime.
i live in a small town.
i wanted to be a nurse.
i like to go shopping.
i went to college.

1 Human: Hey I am franchesca
Beam Scorer Sequence
-3.10373 0.0 hello , how are you ?
-3.3537 0.0 hi , how are you ?
-3.55823 0.0 hi how are you
-3.76876 0.0 hi how are you ?
-4.03096 0.0 hello , how are you today ?
-4.21663 0.0 hello , how are you doing ?
-4.38736 0.0 hello , how are you doing today ?
-6.87938 0.0 hello , how are you doing today
-7.78062 0.0 hello , how are you today ? i ' m doing well .
-7.85562 0.0 hello , how are you today ? i am doing well .
-8.08543 0.0 hello , how are you today ? i just got back from shopping .
-8.52487 0.0 hello , how are you today ? i just got back from a long drive .
-8.59493 0.0 hello , how are you today ? i just got back from a walk .
-8.8163 0.0 hello , how are you today ? i just got back from a small town .
-9.4615 0.0 hello , how are you today ? i just got back from a walk in the country

2 Human: I am a 30 year old single vet
Beam Scorer Sequence
-6.34027 0.0 that ' s great . i am in a small town , where do you live ?
-6.62088 0.0 that ' s great . i am in a small town , where are you from ?
-6.87142 0.0 that ' s great . i am in a small town
-7.77897 0.0 that ' s great . i am in a small town , where are you located ?
-7.83268 0.0 that ' s great . i am in a small town , where are you ?
-8.12133 0.0 that ' s great . i am in a small town , where do you live
-429.7576 0.0 that ' s great . i am in a small town , where are you from ?
-429.7576 0.0 that ' s great . i am in a small town , where are you from ?
-429.7576 0.0 that ' s great . i am in a small town , where are you from ?
-429.7576 0.0 that ' s great . i am in a small town , where are you from ?
-429.7576 0.0 that ' s great . i am in a small town , where are you from ? i
-442.95111 0.0 that ' s great . i am in a small town , where are you from ?
-442.95111 0.0 that ' s great . i am in a small town , where are you from ?
-442.95111 0.0 that ' s great . i am in a small town , where are you from ?
-442.95111 0.0 that ' s great . i am in a small town , where are you from ?

3 Human: What do you do for fun
Beam Scorer Sequence
-4.85946 0.0 i like to go shopping .
-6.36954 0.0 i like to go shopping , and you ?
-7.61869 0.0 i like to go shopping , and take care of my kids .
-7.88637 0.0 i like to go shopping , and take care of the kids .
-7.90249 0.0 i like to go shopping , and take care of my kids . you ?
-7.92168 0.0 i like to go shopping , and take care of my family .
-8.05234 0.0 i like to go shopping , and take care of my family . you ?
-8.07937 0.0 i like to go shopping , and take care of them .
-8.12579 0.0 i like to go shopping , and take care of my kids
-8.31176 0.0 i like to go shopping , and drive .
-10.79463 0.0 i like to go shopping , and take care of my kids . you have any hobbies ?
-11.15479 0.0 i like to go shopping , and take care of my kids . you
-11.32854 0.0 i like to go shopping , and take care of my family . you
-11.43851 0.0 i like to go shopping , and take care of my kids . you have any pets ?
-11.98389 0.0 i like to go shopping , and take care of my kids . you have any ?

4 Human: me too! i love homedecor
Beam Scorer Sequence
-2.99792 0.0 do you have any hobbies ?
-4.57162 0.0 do you have any pets ?
-5.84842 0.0 do you have any hobbies ? i love to shop .
-5.89533 0.0 do you have any hobbies ? i like to shop .
-6.04393 0.0 do you have any hobbies ? i like to go shopping .
-6.17627 0.0 do you have any hobbies ? i love shopping .
-6.25017 0.0 do you have any hobbies ? i enjoy shopping .
-6.58044 0.0 i like to shop .
-7.35083 0.0 do you have any hobbies ? i like to go shopping
-7.78525 0.0 do you have any hobbies ? i like to go shopping and shop .
-9.04773 0.0 do you have any hobbies ? i like to go shopping and shop
-9.0917 0.0 do you have any hobbies ? i like to go shopping and buy them .
-9.1379 0.0 do you have any hobbies ? i like to go shopping and buy things .
-10.11288 0.0 do you have any hobbies ? i like to go shopping and buy them
-10.23056 0.0 do you have any hobbies ? i like to go shopping and buy things

5 Human: decorating for the holidays you?
Beam Scorer Sequence
-3.67209 0.0 i love to go shopping .
-3.98266 0.0 i like to go shopping .
-637.28033 0.0 i like to go shopping .
-637.28033 0.0 i like to go shopping .
-637.28033 0.0 i like to go shopping .
-637.28033 0.0 i like to go shopping .
-637.28033 0.0 i like to go shopping and go
-674.36194 0.0 i like to go shopping .
-674.36194 0.0 i like to go shopping .
-674.36194 0.0 i like to go shopping .
-674.36194 0.0 i like to go shopping .
-674.36194 0.0 i like to go shopping and go
-717.461 0.0 i like to go shopping .
-717.461 0.0 i like to go shopping .
-717.461 0.0 i like to go shopping .
General mark: 4
Good pairs: 2
Bad pairs: 4

Profile for Human
i am a truck driver.
i spend my weekends camping.
my favorite hobby is playing recreational baseball.
my wife and two kids camp with me.
i deliver baked goods in the state where i live.
Profile for Model
i feel competitive against other women.
i do not like trying new things.
i want to be alone sometimes.
i like the library.
i do not trust anyone.

1 Human: I'm so tired, just getting ready for bed.
Beam Scorer Sequence
-7.27359 0.0 me too . i ' m going to be alone
-7.34588 0.0 me too . i ' m getting ready to be alone
-11.01013 0.0 me too . i ' m getting ready to be alone , but not so much
-429.7576 0.0 me too . i ' m getting ready to be alone , but not so much .
-429.7576 0.0 me too . i ' m getting ready to be alone , but not so much .
-429.7576 0.0 me too . i ' m getting ready to be alone , but not so much .
-429.7576 0.0 me too . i ' m getting ready to be alone , but not so much .
-429.7576 0.0 me too . i ' m getting ready to be alone , but not so competitive .
-442.95111 0.0 me too . i ' m getting ready to be alone , but not so much .
-442.95111 0.0 me too . i ' m getting ready to be alone , but not so much .
-442.95111 0.0 me too . i ' m getting ready to be alone , but not so much .
-442.95111 0.0 me too . i ' m getting ready to be alone , but not so much .
-442.95111 0.0 me too . i ' m getting ready to be alone , but not so competitive .
-457.22379 0.0 me too . i ' m getting ready to be alone , but not so much .
-457.22379 0.0 me too . i ' m getting ready to be alone , but not so much .

2 Human: So, what do you do?
Beam Scorer Sequence
-5.35126 0.0 i don ' t like to trust people
-5.99237 0.0 i don ' t like to trust people .
-7.88103 0.0 i don ' t like to trust people , but not very competitive
-8.09562 0.0 i don ' t like to trust people , but not really competitive
-8.42604 0.0 i don ' t like to trust people , but not very competitive .
-8.57096 0.0 i don ' t like to trust people , but not really competitive .
-8.99099 0.0 i don ' t like to trust people , but not much of a person
-9.29758 0.0 i don ' t like to trust people , but not much of a person .
-9.98003 0.0 i don ' t like to trust people , but not much of a person . you ?
-10.12288 0.0 i don ' t like to trust people , but not much of a person . do you ?
-10.7713 0.0 i don ' t like to trust people , but not much of a person . do you work ?
-10.82274 0.0 i don ' t like to trust people , but not much of a person . do you have hobbies ?
-11.56008 0.0 i don ' t like to trust people , but not much of a person . do you have any ?
-11.97151 0.0 i don ' t like to trust people , but not much of a person . do you have any hobbies
-12.46244 0.0 i don ' t like to trust people , but not much of a person . you

3 Human: I don't either, that's why I decided to drive a truck.
Beam Scorer Sequence
-4.98317 0.0 i don ' t like to vote for new women
-5.55447 0.0 i don ' t like the new women
-6.41044 0.0 i don ' t like to vote for new women .
-6.70032 0.0 i don ' t like to vote for new things
-6.83807 0.0 i don ' t like the new women .
-8.89064 0.0 i don ' t like to vote for new women , but not very competitive
-9.4742 0.0 i don ' t like to vote for new women , but not so competitive
-9.68908 0.0 i don ' t like to vote for new women , but not so much
-9.79609 0.0 i don ' t like to vote for new women , but not very competitive .
-10.06458 0.0 i don ' t like to vote for new women , but not really
-11.33952 0.0 i don ' t like to vote for new women , but not very competitive . do you have any hobbies ?
-11.47542 0.0 i don ' t like to vote for new women , but not very competitive . do you have a job ?
-11.51277 0.0 i don ' t like to vote for new women , but not very competitive . do you ?
-12.02055 0.0 i don ' t like to vote for new women , but not very competitive . do you have any ?
-13.16405 0.0 i don ' t like to vote for new women , but not very competitive . do you have any hobbies

4 Human: What do you mean?
Beam Scorer Sequence
-5.12025 0.0 i don ' t like to trust people
-5.1415 0.0 i don ' t trust people
-6.23347 0.0 i don ' t trust people .
-6.69178 0.0 i don ' t like to trust people .
-9.15371 0.0 i don ' t like to trust people , but not very competitive
-9.74334 0.0 i don ' t like to trust people , but not so competitive
-9.98189 0.0 i don ' t like to trust people , but not so much
-9.9842 0.0 i don ' t like to trust people , but not really
-10.32757 0.0 i don ' t like to trust people , but not much
-10.50171 0.0 i don ' t like to trust people , but not very competitive .
-11.04149 0.0 i don ' t like to trust people , but not so much .
-11.16281 0.0 i don ' t like to trust people , but not very competitive . you ?
-13.72296 0.0 i don ' t like to trust people , but not very competitive . you
-14.02894 0.0 i don ' t like to trust people , but not very competitive . you know ?
-14.51579 0.0 i don ' t like to trust people , but not very competitive . you know

5 Human: I hear you, you just can't trust anybody these days.
Beam Scorer Sequence
-4.30362 0.0 i don ' t trust people
-4.78234 0.0 i don ' t trust people .
-5.63114 0.0 i don ' t trust people . do you like the library ?
-5.67835 0.0 i don ' t trust people . do you like to read ?
-6.01903 0.0 i don ' t trust people . do you like to travel ?
-6.15108 0.0 i don ' t trust people . do you have any hobbies ?
-6.31549 0.0 i don ' t trust people . do you ?
-489.63358 0.0 i don ' t trust people . do you like to read ?
-489.63358 0.0 i don ' t trust people . do you like to read ?
-489.63358 0.0 i don ' t trust people . do you like to read ?
-489.63358 0.0 i don ' t trust people . do you like to read ?
-489.63358 0.0 i don ' t trust people . do you like the library ? i
-508.16705 0.0 i don ' t trust people . do you like to read ?
-508.16705 0.0 i don ' t trust people . do you like to read ?
-508.16705 0.0 i don ' t trust people . do you like to read ?
General mark: 1
Good pairs: 1
Bad pairs: 2,3,4,5

Profile for Human
my parents met at woodstock.
i have a cat named pickles.
i was a swimmer in college.
i love starbucks coffee.
Profile for Model
ariel is my favorite princess.
i am in high school.
i love to dance.
i am on a competitive dance team.
i love disney movies.

1 Human: Hey I am janice
Beam Scorer Sequence
-3.01465 0.0 hi how are you
-3.14552 0.0 hello , how are you ?
-3.68254 0.0 hi how are you ?
-3.83106 0.0 hello , how are you today ?
-4.20962 0.0 hi how are you today
-4.23662 0.0 hello , how are you doing today ?
-4.3631 0.0 hello , how are you doing ?
-5.29179 0.0 hello , how are you doing tonight ?
-6.26053 0.0 hello , how are you doing today
-7.605 0.0 hello , how are you doing today ? i am in high school .
-7.6507 0.0 hello , how are you doing today ? i ' m in high school .
-8.19705 0.0 hello , how are you doing today ? i ' m in high school
-8.19975 0.0 hello , how are you doing today ? i am in high school
-8.21258 0.0 hello , how are you doing today ? i ' m a dancer .
-8.96251 0.0 hello , how are you doing today ? i ' m a high school student

2 Human: Im great you? I just got a coffee
Beam Scorer Sequence
-7.11824 0.0 i do not drink coffee , but my favorite princess is ariel
-7.42153 0.0 i do not drink coffee , but my favorite princess is ariel .
-8.42151 0.0 i do not drink coffee , but my favorite princess is ariel !
-8.50528 0.0 i do not drink coffee , but my favorite is ariel
-8.54833 0.0 i do not drink coffee , but it is my favorite .
-8.59393 0.0 i do not drink coffee , but my favorite princess is ariel . you ?
-8.61988 0.0 i do not drink coffee , but my favorite is ariel .
-8.76128 0.0 i do not drink coffee , but it is my favorite
-8.78378 0.0 i do not drink coffee , but my favorite princess is ariel . what about you ?
-9.03734 0.0 i do not drink coffee , but my favorite princess is ariel . what are you up to ?
-9.10719 0.0 i do not drink coffee , but my favorite princess
-9.16995 0.0 i do not drink coffee , but my favorite princess is ariel . what are you doing ?
-9.21997 0.0 i do not drink coffee , but my favorite princess is ariel . what are your hobbies ?
-10.04405 0.0 i do not drink coffee , but my favorite princess is ariel . what are yours ?
-10.54226 0.0 i do not drink coffee , but my favorite princess is ariel . what are you up to

3 Human: You do not drink coffee? Starbucks is life!
Beam Scorer Sequence
-5.5342 0.0 yes i love iced coffee
-6.16292 0.0 yes i love iced coffee .
-7.68988 0.0 i do not drink coffee , but my favorite princess is ariel
-7.79383 0.0 i do not drink coffee , but my favorite is ariel
-8.59568 0.0 i do not drink coffee , but it is my favorite
-8.657 0.0 i do not drink coffee , but my favorite princess is ariel .
-8.65753 0.0 i do not drink coffee , but my favorite is ariel .
-9.04169 0.0 i do not drink coffee , but it is my favorite .
-9.18473 0.0 i do not drink coffee , but love it
-9.55531 0.0 i do not drink coffee , but my favorite princess
-9.92955 0.0 i do not drink coffee , but my favorite princess is ariel . what about you ?
-9.97077 0.0 i do not drink coffee , but my favorite princess is ariel . you ?
-10.57854 0.0 i do not drink coffee , but my favorite princess is ariel . what are your hobbies ?
-10.79429 0.0 i do not drink coffee , but my favorite princess is ariel . what are you doing ?
-11.35849 0.0 i do not drink coffee , but my favorite princess is ariel . what about you

4 Human: what else do you do
Beam Scorer Sequence
-4.73468 0.0 i like to dance . do you ?
-5.06265 0.0 i like to dance . do you have a favorite princess ?
-5.29188 0.0 i like to dance . do you have any hobbies ?
-5.79764 0.0 i ' m a dancer . you ?
-6.10447 0.0 i ' m a dancer . do you like disney ?
-6.28945 0.0 i ' m a dancer . do you like to dance ?
-6.66292 0.0 i like to dance . do you have a favorite princess
-6.81536 0.0 i like to dance . do you have any ?
-508.16705 0.0 i ' m a dancer . do you like to dance ?
-508.16705 0.0 i ' m a dancer . do you like to dance ?
-508.16705 0.0 i ' m a dancer . do you like to dance ?
-508.16705 0.0 i ' m a dancer . do you like to dance ?
-508.16705 0.0 i like to dance . do you have a favorite princess ? .
-528.59167 0.0 i ' m a dancer . do you like to dance ?
-528.59167 0.0 i ' m a dancer . do you like to dance ?

5 Human: I like swimming I am on a colllege team
Beam Scorer Sequence
-4.98581 0.0 that ' s cool . i like to dance
-5.13816 0.0 that is cool . i like to dance
-5.53691 0.0 that ' s cool . i love to dance
-6.06845 0.0 that ' s cool . i like dancing
-6.07118 0.0 that ' s cool . i am a dancer
-6.15167 0.0 that ' s cool . i like to dance too
-8.45303 0.0 that ' s cool . i like to dance too !
-10.78351 0.0 that ' s cool . i like to dance too , but it is my favorite
-11.09123 0.0 that ' s cool . i like to dance too , but it is fun
-11.70913 0.0 that ' s cool . i like to dance too , but it is hard
-12.02055 0.0 that ' s cool . i like to dance too , but it is a great sport
-12.13183 0.0 that ' s cool . i like to dance too , but it is my favorite !
-12.31144 0.0 that ' s cool . i like to dance too , but it is my favorite thing
-442.95111 0.0 that ' s cool . i like to dance too , but it is my favorite !
-442.95111 0.0 that ' s cool . i like to dance too , but it is my favorite !
General mark: 4
Good pairs: 2
Bad pairs: 4

Profile for Human
i have six older sisters.
i am an avid fan of the boston celtics.
i love walking in the park.
i work for a small , family owned restaurant.
Profile for Model
i take the subway to work everyday.
every fall i visit my sister in canada.
i have four cats.
i m afraid of clowns.

1 Human: Hey I am the older sister of 6
Beam Scorer Sequence
-5.91795 0.0 hi , i ' ve 4 cats .
-5.94796 0.0 hi , i ' m the youngest of 4 .
-5.97561 0.0 hi , i ' m the youngest of four .
-6.3303 0.0 hi , i ' m the youngest of 4
-6.35586 0.0 hi , i ' m the youngest of 4 cats .
-6.42538 0.0 hi , i ' m the youngest of four
-6.6661 0.0 hi , i ' m the youngest of 4 cats . do you have any pets ?
-6.85586 0.0 hi , i ' m the youngest of 4 cats
-7.11759 0.0 hi , i ' m the youngest of 4 cats . do you have pets ?
-7.18256 0.0 hi , i ' m the youngest of 4 cats . how about you ?
-7.32137 0.0 hi , i ' m the youngest of 4 cats . do you have any siblings ?
-7.56899 0.0 hi , i ' m the youngest of 4 cats . what about you ?
-8.78625 0.0 hi , i ' m the youngest of 4 cats . do you have any pets
-442.95111 0.0 hi , i ' m the youngest of 4 cats . do you have any siblings ?
-442.95111 0.0 hi , i ' m the youngest of 4 cats . do you have any siblings ?

2 Human: that is a lot of cats
Beam Scorer Sequence
-5.0201 0.0 i have 4 cats .
-5.18136 0.0 i ' ve 4 cats .
-5.29423 0.0 i have four cats .
-5.37716 0.0 i ' ve four cats .
-7.17156 0.0 i ' ve 4 cats , they are my favorite .
-7.2366 0.0 i ' ve 4 cats , they are a handful .