BERTSel: Answer Selection with Pre-trained Models

What is the jeopardy model? A quasi-synchronous grammar for QA

Mengqiu Wang, Noah A. Smith, and Teruko Mitamura. 2007 · 2007

Earlier work this paper cites.

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Preslav Nakov, Lluís Màrquez, Alessandro Moschitti, Walid Magdy, Hamdy Mubarak, Abed Alhakim Freihat, Jim Glass, and Bilal Randeree. 2016 · 2016

Earlier work this paper cites.

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Earlier work this paper cites.

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Yi Tay, Minh C. Phan, Anh Tuan Luu, and Siu Cheung Hui. 2017 · 2017

Earlier work this paper cites.

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Earlier work this paper cites.

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Later among the works it cites.

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Later among the works it cites.

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Later among the works it cites.

Wikiqa: A challenge dataset for open-domain question answering

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Later among the works it cites.