Search Results for author: Elizabeth Wainwright

Found 2 papers, 0 papers with code

WorldTree V2: A Corpus of Science-Domain Structured Explanations and Inference Patterns supporting Multi-Hop Inference

no code implementations LREC 2020 Zhengnan Xie, Sebastian Thiem, Jaycie Martin, Elizabeth Wainwright, Steven Marmorstein, Peter Jansen

Explainable question answering for complex questions often requires combining large numbers of facts to answer a question while providing a human-readable explanation for the answer, a process known as multi-hop inference.

Question Answering World Knowledge

WorldTree: A Corpus of Explanation Graphs for Elementary Science Questions supporting Multi-Hop Inference

no code implementations LREC 2018 Peter A. Jansen, Elizabeth Wainwright, Steven Marmorstein, Clayton T. Morrison

Developing methods of automated inference that are able to provide users with compelling human-readable justifications for why the answer to a question is correct is critical for domains such as science and medicine, where user trust and detecting costly errors are limiting factors to adoption.

Question Answering World Knowledge

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