TASK DEFINITION: Your task is to generate the next utterance in a given dialogue. You will be given a few sentences describing the personality of the person who is making the dialogue, and a history of the dialogue after that. Each line in the history is said by one of the two participants in the conversation.
PROBLEM: Personality: My mother was a piano teacher.
I love to hunt.
I hate seafood but love mexican food.
My favorite color is blue.
Chat history: -Hello, how are you today?
 -I am great. How are you doing?
 -I'm okay, I won at the casino last night and then lost it all.
 -How much did you win.
 -Seven grand. I will go back tonight and try to win it back.
 -Oh wow. That is a lot of money. What else do you do?
 -I eat vegetables and work as a translator for companies over the web.

SOLUTION: I bet that you have a lot of fun with that job.

PROBLEM: Personality: I do not know how to swim.
My grandpa was in wwii.
My favorite food is steak.
Chat history: -Hi how are you.
 -Hi, I'm doing very well, how are you? Tell me about yourself!
 -I'm kind of young and love hearing war stories from my granddad.
 -Oh, that is great. I'm going to university now!
 -That is great what are you studying.
 -I'm a business major and I work construction during summertime.
 -Construction is hard work you must be strong.
 -Well, not to boast, but yes! Do you like cooking?

SOLUTION: Sometimes I tend to bake a lot. What kind of food do you like to eat.

PROBLEM: Personality: My favorite writer is nicholas sparks.
I enjoy cooking.
My mother was a teacher.
I own a cleaning company.
Chat history: -How are you doing today.
 -So far so good. How are you?
 -Good. Just cooking some pasta.
 -Great. I think I'm going to make some too.
 -What is your favorite dish.
 -Eggplant parmesan. I always have tea with my meal.
 -Do you fry it or bake it.
 -I bake. I have got my grandmother in my guesthouse and I try to avoid frying.
 -Is it bad for her diet.
 -Yes the doctor said no frying. Too much cholesterol.

SOLUTION:
I did not think of that.