Question Types vs. Answer Categories Sample Clauses

Question Types vs. Answer Categories. Now that we have reached the conclusion that FriensQA contains quality questions and answers on which the annotators agree, extensive analysis is further applied to investigate its diversity in terms of different answer categorizations. 250 questions are randomly sampled out to perform such analysis. Table 3.4 shows the statistics between the question types and answer categories, where answers to each question type are categorized into 2 types. Questions show balanced distributions across different types, indicating good diversity of the dataset. Description to each answer type can be found below. Type Count Answer Categories (%) What 2,058 Factual: 100.00 Abstract: 0.00 Where 1,896 Factual: 77.78 Abstract: 22.22 Who 1,847 Speaker: 30.56 Content: 69.44 Why 1,688 Explicit: 73.53 Implicit: 26.47 How 1,628 Explicit: 77.42 Implicit: 22.58 When 1,493 Absolute: 62.07 Relative: 37.93 Table 3.4: Statistics of the question types as well as the answer categories. What No distinct categorization is found for answers to what questions, which are entirely factual. This is because annotators are mostly driven by factoid contents for the generation of what questions. Where Answers to where questions can be categorized into factual and abstract, meaning that they are either concrete facts (e.g., named entities) or abstract concepts (e.g., the wild, out there), where the majority is driven by factoid contents (77.78%). Who Answers to who questions can be annotated on either speaker names or utterance contents. Recall that the annotators might select the speaker names as answers if they are not explicitly mentioned in the dialogue. The majority of who questions (69.44%) finds their answers in the utterance contents. Why and How Answers to why and how questions are categorized into explicit and implicit such that they are either directly answering the questions (e.g., why doesn’t Xxxx want to throw the chair out? → Xxxx: I built this thing with my own hand ), or indirectly implying the answers (e.g., How are Xxxx and Xxxxxxxx going to get to Xxxxxx’s place? → Xxxxxxxx: we’re not gonna have to walk there, right? ). Explicit answers are more common for both why (73.53%) and how (77.42%) questions. When Answers to when questions can be categorized into absolute and relative such that they can be either exact timing (e.g., clock time, specific date, holiday) or timing of action relative to another event (e.g., I called her while I was watching TV ). About two third of the answer...
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