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: Buyer: Hi I am interested in this cabinets. Are you selling it?
Seller: I am renting this apartemtn and the cabinets are included
Buyer: Sorry the apartment. Is it in a good location?
Seller: its in a great location and we have many amenties like a swimming pool and in a great school district
Buyer: Good but the price is way too high are you willing to go down? 
Seller: I am willing to go down a little 
Buyer: I can give 1838?
Seller: that is much too low how about $2100
Buyer: how about 2000?
Seller: I will accept $2000
Buyer: Great then when can we get on with the deal?
Seller: yes enter in final agreement
Buyer: 
Seller: 


SOLUTION: housing

PROBLEM: Buyer: how old is it
Seller: Hi! I would love to sell this item ASAP. How much are you willing to pay?
Buyer: i think i can use it is there any thing wrong with it
Seller: It is in perfect working condition and has no wear or tear! I bought it this month and only used it twice! At $275 you'd be getting a steal!
Buyer: i needs  one of these but i can afford 200
Seller: Since you want $200 and I want $275, how about we meet in the middle at $237.5? If you round it up to $240 and have cash, I'll deliver it to you!
Buyer: i can get you 230 that's as close as i can get 
Seller: $230 and you will pick it up?
Buyer: yeah at McDonalds at 3pm
Seller: Sounds good
Seller: 
Buyer: 


SOLUTION: bike

PROBLEM: Buyer: Hello, I'mm interested in learning more about the apartment near Montclaieew (2 BR/1 Bath, 1 LR and balcony). I don't see a balcony in the image. Do you have more images?
Seller: I do not - sorry
Buyer: How much are you currently getting as rent for the property?
Seller: 2100 a month
Buyer: Did your tenant recently move out?
Seller: Yes
Buyer: Loing term tenant with lease?
Seller: Yes. They left
Buyer: Thanks. I apologize for th etypos - cat on keyboard. Pets welcomed?
Seller: No pets and no smoking
Seller: 
Buyer: Is there a reason for "no pets"? (Mine are up-to-date on vaccines and obedience trained).


SOLUTION:
housing