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Danqi Chen

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Should You Mask 15% in Masked Language Modeling?

Feb 16, 2022
Alexander Wettig, Tianyu Gao, Zexuan Zhong, Danqi Chen

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Ditch the Gold Standard: Re-evaluating Conversational Question Answering

Dec 16, 2021
Huihan Li, Tianyu Gao, Manan Goenka, Danqi Chen

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Single-dataset Experts for Multi-dataset Question Answering

Sep 28, 2021
Dan Friedman, Ben Dodge, Danqi Chen

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Simple Entity-Centric Questions Challenge Dense Retrievers

Sep 26, 2021
Christopher Sciavolino, Zexuan Zhong, Jinhyuk Lee, Danqi Chen

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Phrase Retrieval Learns Passage Retrieval, Too

Sep 16, 2021
Jinhyuk Lee, Alexander Wettig, Danqi Chen

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Non-Parametric Few-Shot Learning for Word Sense Disambiguation

Apr 27, 2021
Howard Chen, Mengzhou Xia, Danqi Chen

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SimCSE: Simple Contrastive Learning of Sentence Embeddings

Apr 18, 2021
Tianyu Gao, Xingcheng Yao, Danqi Chen

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Factual Probing Is [MASK]: Learning vs. Learning to Recall

Apr 12, 2021
Zexuan Zhong, Dan Friedman, Danqi Chen

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