Papers by Cutter Dalton
Discourse Analysis via Questions and Answers: Parsing Dependency Structures of Questions Under Discussion (2023.findings-acl)
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| Challenge: | Existing discourse formalisms require large taxonomies of discourse relations to be accurate. |
| Approach: | They propose a linguistic framework for discourse analysis using questions under discussion . they propose qUD parser that derives a dependency structure of questions over full documents . |
| Outcome: | The proposed model is trained on a large, crowdsourced question-answering dataset. |
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. |