Search Results for author: Jaycie Martin

Found 2 papers, 1 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

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Multi-class Hierarchical Question Classification for Multiple Choice Science Exams

1 code implementation • LREC 2020 • Dongfang Xu, Peter Jansen, Jaycie Martin, Zhengnan Xie, Vikas Yadav, Harish Tayyar Madabushi, Oyvind Tafjord, Peter Clark

Prior work has demonstrated that question classification (QC), recognizing the problem domain of a question, can help answer it more accurately.

Classification General Classification +2

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