In this task, you will be shown a conversation and a question. You should categorize the question into matching, summary, logic, arithmetic and, commonsense groups. Matching is a question entailed or paraphrased by exactly one sentence in a dialogue. The answer can be extracted from the same sentence. Questions that cannot be answered by the surface meaning of a single sentence belong to the reasoning category. We further define summary, logic, arithmetic and, commonsense subcategories. Answering summary questions requires the whole picture of dialogue, such as the topic of dialogue and the relation between speakers. We require logical reasoning to answer logical questions. in arithmetic questions Inferring the answer requires arithmetic knowledge. To answer commonsense questions, besides the textual information in the dialogue, we also require additional commonsense knowledge that cannot be obtained from the dialogue. Note that a question can be in more than one group. "W" and "M" in the conversations stand for "woman" and "man".

W: What sort of hours do you work, Steve? M: Well, I have to work very long hours, about eleven hours a day. W: What time do you start? M: I work 9 to 3, then I start again at 5:30 and work until 11, six days a week. So I have to work very unsocial hours. W: And do you have to work at the weekend? M: Oh, yes, that's our busiest time. I get Wednesdays off. W: What are the things you have to do and the things you don't have to do? M: Uh, I don't have to do the washing-up, so that's good. I have to wear white, and I have to keep everything in the kitchen totally clean. W: What's hard about the job? M: You are standing up all the time. When we are busy, people get angry and sharp, but that's normal. W: How did you learn the profession? M: Well, I did a two-year course at college. In the first year we had to learn the basics, and then we had to take exams. W: Was it easy to find a job? M: I wrote to about six hotels and one of them gave me my first job, so I didn't have to wait too long. W: And what's the secret of being good at your job? M: Attention to detail. You have to love it. You have to show passion for it. W: And what are your plans for the future? M: I want to have my own place when the time is right., Question: What does Steve think is the hardest part of his job? (A) It demands physical endurance and patience. (B) It requires him to do washing-up all the time. (C) It exposes him to oily smoke all day long.
commonsense

W: What shall we do tonight? M: How about the cinema? W: That's a good idea. We haven't been for ages. M: What would you like to see? W: Oh, I don't know. Spy Story? M: Spy Story? That terrible, old film? W: But it's got the prize in 2000. M: But I've seen it before. W: Well, we can first go to the cinema and then see what film we enjoy. M: OK., Question: How often do they go to the film? (A) Very often. (B) Seldom. (C) Once a week.
commonsense

Guest: Hi. I have a reservation for tonight. Hotel Clerk: And your name? Guest: It's Nelson. Charles Nelson. Hotel Clerk: Okay. Mr. Nelson. That's a room for five, and ... Guest: Excuse me? You mean a room for five dollars? I didn't know the special was so good. Hotel Clerk: No, no, no. According to our records, a room for five guests was booked under your name. Guest: No. No. Hold on. There must be some mistake. Hotel Clerk: Okay. Let's check this again. Okay, Mr. Charles C. Nelson for tonight ... Guest: Ah. There's the problem. My name is Charles Nelson, not Charles C. Nelson. [Uhh] You must have two guests under the name. Hotel Clerk: Okay. Let me check this again. Oh. Okay. Here we are. Guest: Yeah. Hotel Clerk: Charles Nelson. A room for one for the 19th ... Guest: Wait, wait! It was for tonight. Not tomorrow night. Hotel Clerk: Hum. Hum. I don't think we have any rooms for tonight. There's a convention going on in town, and uh, let's see. Yeah, no rooms. Guest: Ah come on! You must have something. Anything. Hotel Clerk: Well. We do have some rooms under renovation with just a roll-a-way bed. [U-hh] None of the normal amenities like a TV or working shower or toilet. Guest: Ah man. Come on. There must be something else. Hotel Clerk: Well. Let, let me check my computer here. Ah! Guest: What? Hotel Clerk: There has been a cancellation for this evening. A honeymoon suite is now available. Guest: Great. I'll take it. Hotel Clerk: But I'll have to charge you two hundred fifty dollars for the night. Guest: Ah. Man. I should get a discount for the inconvenience. Hotel Clerk: Well. The best I can give you is a ten percent discount plus a ticket for a free continental breakfast. Guest: Hey. Isn't the breakfast free anyway? Hotel Clerk: Well, only on weekends. Guest: I want to talk to the manager. Hotel Clerk: Wait, wait, wait Mr. Nelson. I think I can give you an additional 15 percent discount and I'll throw in a free room for the next time you visit us. Guest: That will be a long time., Question: For what day did Mr. Nelson make a hotel reservation? (A) the eighteenth (B) the nineteenth (C) the twentieth
arithmetic