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1
Blindness to Modality Helps Entailment Graph Mining ...
Abstract: Understanding linguistic modality is widely seen as important for downstream tasks such as Question Answering and Knowledge Graph Population. Entailment Graph learning might also be expected to benefit from attention to modality. We build Entailment Graphs using a news corpus filtered with a modality parser, and show that stripping modal modifiers from predicates in fact increases performance. This suggests that for some tasks, the pragmatics of modal modification of predicates allows them to contribute as evidence of entailment. ...
Keyword: Computational Linguistics; Machine Learning; Machine Learning and Data Mining; Natural Language Processing; Question-Answering Systems
URL: https://dx.doi.org/10.48448/y7np-1w64
https://underline.io/lecture/39461-blindness-to-modality-helps-entailment-graph-mining
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Modality and Negation in Event Extraction ...
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Incorporating Temporal Information in Entailment Graph Mining ...
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