Declarative Question Answering over Knowledge Bases containing Natural Language Text with Answer Set Programming

@inproceedings{Mitra2018DeclarativeQA,
  title={Declarative Question Answering over Knowledge Bases containing Natural Language Text with Answer Set Programming},
  author={Arindam Mitra and Peter Clark and Oyvind Tafjord and Chitta Baral},
  year={2018}
}
While in recent years machine learning (ML) based approaches have been the popular approach in developing endto-end question answering systems, such systems often struggle when additional knowledge is needed to correctly answer the questions. Proposed alternatives involve translating the question and the natural language text to a logical representation and then use logical reasoning. However, this alternative falters when the size of the text gets bigger. To address this we propose an approach… CONTINUE READING

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