Danqi Chen

Best Publications

• SimCSE: Simple Contrastive Learning of Sentence Embeddings

  Unknown

  2424
  Citations

• SimCSE: Simple Contrastive Learning of Sentence Embeddings

  Unknown

  2387
  Citations

• A Fast and Accurate Dependency Parser using Neural Networks

  Danqi Chen;Christopher Manning

  2318
  Citations

• Reasoning With Neural Tensor Networks for Knowledge Base Completion

  Richard Socher;Danqi Chen;Christopher D Manning;Andrew Ng

  2023
  Citations

• Reading Wikipedia to Answer Open-Domain Questions

  Danqi Chen;Adam Fisch;Jason Weston;Antoine Bordes

  1723
  Citations

• Making Pre-trained Language Models Better Few-shot Learners

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  1355
  Citations

• Observed versus latent features for knowledge base and text inference

  Kristina Toutanova;Danqi Chen

  1009
  Citations

• Position-aware Attention and Supervised Data Improve Slot Filling

  Yuhao Zhang;Victor Zhong;Danqi Chen;Gabor Angeli

  819
  Citations

• Representing Text for Joint Embedding of Text and Knowledge Bases

  Kristina Toutanova;Danqi Chen;Patrick Pantel;Hoifung Poon

  773
  Citations

• A Thorough Examination of the CNN/Daily Mail Reading Comprehension Task

  Danqi Chen;Jason Bolton;Christopher D. Manning

  580
  Citations

• Beyond the Imitation Game: Quantifying and extrapolating the capabilities of language models

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  545
  Citations

• A Frustratingly Easy Approach for Entity and Relation Extraction.

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  457
  Citations

• MRQA 2019 Shared Task: Evaluating Generalization in Reading Comprehension

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  265
  Citations

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

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  259
  Citations

• A discrete hard EM approach for weakly supervised question answering

  Sewon Min;Danqi Chen;Hannaneh Hajishirzi;Hannaneh Hajishirzi;Luke Zettlemoyer;Luke Zettlemoyer

  172
  Citations

• SpanBERT: Improving Pre-training by Representing and Predicting Spans

  Mandar Joshi;Danqi Chen;Yinhan Liu;Daniel S. Weld

  169
  Citations

• Reading Wikipedia to Answer Open-Domain Questions

  Danqi Chen;Adam Fisch;Jason Weston;Antoine Bordes

  164
  Citations

• Dense Passage Retrieval for Open-Domain Question Answering

  Vladimir Karpukhin;Barlas Oğuz;Sewon Min;Patrick Lewis

  141
  Citations

• Should You Mask 15% in Masked Language Modeling?

  Unknown

  133
  Citations

• Making Pre-trained Language Models Better Few-shot Learners.

  Unknown

  132
  Citations