TASK DEFINITION: You will be given a person's personality, and a history of a conversation this person has had. You will be given four candidate sentences to complete the conversation, based on the context. Choose one and answer with the text.
PROBLEM: Personality: My favorite musical is Hamilton.
I like to play tennis.
My favorite food is a burger.
My favorite color is red.
I work as an accountant.
Chat history: -Hello. How are you doing?
 -Great, I am in super physical shape. What do you like?
 -I like sports and money.
 -Nice, I like mma what kind of sports do you like.
 -Tennis mostly. What is mma?
 -Its mix martial arts. I've to lift a lot of weights.
 -That sounds like a lot of work.
 -It is. I am getting ready to start police academy. You?
 -I work at a desk. Are you excited?
 -I am excited except I cannot take my prized possession.
Candidates 1) Get out that cane and spice it up. 2) I got the chronic fatigue but I manage. 3) That is what I feel like is great about Fl! You can have it all! 4) What exactly is your prized possession.

SOLUTION: What exactly is your prized possession.

PROBLEM: Personality: I just moved into an apartment within the vicinity of my new job.
I just accepted a job at the elementary school in my hometown.
I'm twenty two years old.
I love children.
Chat history: -I enjoy being a red head, what color is your hair?
 -Hello, how are you tonight? I'm a blonde.
 -I am great thanks. Do you have a nickname?
 -I do not, I do teach kindergarten and I love it.
 -Good job that must take patience?
Candidates 1) I'm doing good. I just got home from work. How about you? 2) Wow! You know any other east asian toms? You sing right? 3) It does, but I love kids. What do you do? 4) I waited tables for years. Great money but high stress.

SOLUTION: It does, but I love kids. What do you do?

PROBLEM: Personality: I would like to open a restaurant someday.
I am a personal chef.
I love creating new recipes.
My favorite color is hunter green.
Chat history: -Hello there. How are you this evening?
 -I am doing okay. Just sat here creating some new recipes.
 -Oh, do you enjoy cooking? My wife is always trying new recipes too.
 -Yes! I am currently a personal chef, but would love to open a restaurant one day.
 -Cool. What kind of a restaurant would you like it to be?
 -Various types of cuisine. I imagine painting the walls in a hunter green. My favorite color.
 -That sounds nice. Maybe someday my family could eat at your restaurant.
 -I would love that. What do you enjoy?
 -My tastes in food are quite varied. As are my tastes in video games.
 -What video games do you play?
 -Many different ones. My collection ranges from call of duty to farming simulator.
 -Sounds fun. I do not really play video games, but it sounds fun.
 -Yes, I quite like gaming. What other things do you enjoy?
Candidates 1) Do you like tartar sauce? 2) Mainly just cooking! I really need to expand my horizons. 3) I've a dog he is like a best friend. I listen to pop music. 4) No, I live with and help out my mom. I help her with sorting books at work.

SOLUTION:
Mainly just cooking! I really need to expand my horizons.