TASK DEFINITION: Given a text passage as input comprising of dialogue of negotiations between a seller and a buyer about the sale of an item, your task is to classify the item being sold into exactly one of these categories: 'housing', 'furniture', 'bike', 'phone', 'car', 'electronics'. The output should be the name of the category from the stated options and there should be exactly one category for the given text passage.
PROBLEM: Seller: Hello how are you?
Buyer: I'm okay. You drive alot.
Seller: No I do not drive the car all that much it only has 50,000 Miles on it.
Buyer: Oh but you drive it long distances? Like to Canada and back? That's really far.
Seller: Yes and I drive it there 2 times a year so not too bad.
Buyer: Hmm, well I guess your right that isn't very bad.
Seller: I just bought a new car when this one started acting up and need it gone as I have no use for it anymore.
Buyer: Acting up with only 50,000 miles, you must be a mechanic. Well, I'll give you 6300
Seller: Well I was really looking to get 7000 out of it could you do 6800?
Buyer: fine
Buyer: 
Seller: 


SOLUTION: car

PROBLEM: Buyer: The apartment looks great, are utilities included in the rent?
Seller: Yes, utilities are included! Utilities include electrcity, water, and cable.
Buyer: Perfect, what is the average age of other students living in the apartment complex?
Seller: Most of our residents are undergrads at Cal University, so the age can range from 18-24.
Buyer: Awesome I'm actually 21 soooo that works.
Seller: You would fit in fine with our other residents! 
Buyer: My only concern is that I have tight budget this semester because I'm not able to get my financial aid this semester from Cal State, I was really hoping to pay no more then $1800 for rent.
Seller: Well at ABSW Apartments we know how finacilly tight some college students can be, so we actually offer $500 off monthly rent if you are willing to work at apartment complex. This work can include working in our leasing office to help keeping the grounds clean and even giving tours to potenital residents...would you be interested in this?
Buyer: OMG I have been looking for a part time time job! This would be so perfect.
Seller: Great! So that $1950 a month would actually become $1,450 a month. You must be able to work at least 20-25 hours a week, including weekends. We can go over the exact details when you come in to sign your paperwork.
Seller: 
Buyer: 


SOLUTION: housing

PROBLEM: Buyer: Hello. I saw your ad and am really interested in it. Its a great location and its beautiful. Is it spacious?
Seller: it is a 2 bedroom, 1 bath, but you have added living space in the beautiful outdoor area including 3 pools!
Buyer: That's really good. But the price is not at all affordable to me. How can we work that out?
Seller: No matter what some people may say, EVERYTHING in life is negotiable. We want happy people living in our area - people who like to socialize and meet other fun people. Are you in?
Buyer: Great! I absolutely am in. So what is the amount?
Seller: I an offer you a 10% discount - putting the discounted price at $2025!
Buyer: I can't pay that sorry. I have pay $1500 that's what I can do. 
Seller: If you volunteer working on our pool cleaing staff 10 hours/week, I can come down an additional 500/month, so 1525!
Buyer: That's great I could use some extra time for that! That's really sweet of you!
Seller: 
Buyer: 


SOLUTION:
housing

