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Following recent successes in applying BERT to question answering, we explore simple applications to ad hoc document retrieval.
Rodrigo Nogueira and Kyunghyun Cho. 2019 · 1901
Earlier work this paper cites.
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Earlier work this paper cites.
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Earlier work this paper cites.
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James P. Callan. 1994 · 1994
Earlier work this paper cites.
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Earlier work this paper cites.
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Earlier work this paper cites.
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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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