By Answer Formats Sample Clauses

By Answer Formats. ‌ During the preliminary stages of the data collection, the project started with iterations of experimental annotations by the researchers who are part of the project to explore what potential questions are meaningful in the context of dialogues and what forms the reasonable answers to them take. By English grammar [7], questions can be categorized into “Yes/No” questions and “W” questions. The previous require a binary answer while the latter have open-ended answers. Since the binary questions by definition only have a limited set of answers, no restrictions need to be applied on the question during data collection. On the other hand, “W” questions can have answers of arbitrary length and content. We applied the following limitation on the answer to “W” questions: the answer must exists as a continuous span of texts inside the original passage. This procedure is common in most popular Question Answering data sets. Examples of data sets that follow this procedure include all of the data sets mentioned in Chapter 1: Quasar-T [4], Search QA, [5], SQuAD, [8].
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