Papers with factoid question answering
ComQA: A Community-sourced Dataset for Complex Factoid Question Answering with Paraphrase Clusters (N19-1)
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| Challenge: | ComQA dataset captures question phenomena and the diverse ways in which they are formulated. |
| Approach: | They propose a large dataset of real user questions that captures question phenomena and the diverse ways in which they are formulated. |
| Outcome: | The proposed dataset can be a driver of future research on factoid question answering (QA). |
Discourse Comprehension: A Question Answering Framework to Represent Sentence Connections (2022.emnlp-main)
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| Challenge: | Existing systems for text comprehension are inadequate for more holistic comprehension of a discourse. |
| Approach: | They propose a new paradigm that captures both discourse and semantic links between sentences in the form of free-form, open-ended questions. |
| Outcome: | The proposed model captures discourse and semantic links between sentences in the form of free-form, open-ended questions. |