English

Learning to answer questions

Computation and Language 2013-09-05 v1

Abstract

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.

Keywords

Cite

@article{arxiv.1309.1125,
  title  = {Learning to answer questions},
  author = {Ana Cristina Mendes and Luísa Coheur and Sérgio Curto},
  journal= {arXiv preprint arXiv:1309.1125},
  year   = {2013}
}

Comments

5 pages

R2 v1 2026-06-22T01:20:52.382Z