mlsanityData to 14 Oct 2026

Learning to answer questions

arXiv 1309.1125 ↗First posted 4 Sep 2013cs.CLcited by 2

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Abstract (arXiv)

We present an open-domain Question-Answering system that learns to answer questions based on successful past interactions. We follow a pattern-based approach to Answer-Extraction, where (lexico-syntactic) patterns that relate a question to its answer are automatically learned and used to answer future questions. Results show that our approach contributes to the system's best performance when it is conjugated with typical Answer-Extraction strategies. Moreover, it allows the system to learn with the answered questions and to rectify wrong or unsolved past questions.

Key facts. Cited by 2 papers in the map (data through 14 Oct 2026). First posted on arXiv 4 Sep 2013.

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2 papers.