Proceedings of the 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing, 2021

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

[BibT_eX]

[DOI]

Tianyu Gao

Adam Fisch

Danqi Chen

Proceedings of the 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing, 2021

2020

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

[BibT_eX]

[DOI]

Trans. Assoc. Comput. Linguistics, 2020

A Frustratingly Easy Approach for Joint Entity and Relation Extraction.

[BibT_eX]

[DOI]

Zexuan Zhong

Danqi Chen

CoRR, 2020

Dense Passage Retrieval for Open-Domain Question Answering.

[BibT_eX]

[DOI]

CoRR, 2020

All-round and Accurate Online Education Model amid COVID19.

[BibT_eX]

[DOI]

Danqi Chen

Proceedings of the IEEE/WIC/ACM International Joint Conference on Web Intelligence and Intelligent Agent Technology, 2020

NeurIPS 2020 EfficientQA Competition: Systems, Analyses and Lessons Learned.

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[DOI]

Proceedings of the NeurIPS 2020 Competition and Demonstration Track, 2020

Dense Passage Retrieval for Open-Domain Question Answering.

[BibT_eX]

[DOI]

Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing, 2020

TextHide: Tackling Data Privacy for Language Understanding Tasks.

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[DOI]

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2020, 2020

Open-Domain Question Answering.

[BibT_eX]

[DOI]

Danqi Chen

Wen-tau Yih

Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics: Tutorial Abstracts, 2020

2019

CoQA: A Conversational Question Answering Challenge.

[BibT_eX]

[DOI]

Siva Reddy

Danqi Chen

Christopher D. Manning

Trans. Assoc. Comput. Linguistics, 2019

Knowledge Guided Text Retrieval and Reading for Open Domain Question Answering.

[BibT_eX]

[DOI]

CoRR, 2019

RoBERTa: A Robustly Optimized BERT Pretraining Approach.

[BibT_eX]

[DOI]

CoRR, 2019

A Discrete Hard EM Approach for Weakly Supervised Question Answering.

[BibT_eX]

[DOI]

Proceedings of the 2019 Conference on Empirical Methods in Natural Language Processing and the 9th International Joint Conference on Natural Language Processing, 2019

MRQA 2019 Shared Task: Evaluating Generalization in Reading Comprehension.

[BibT_eX]

[DOI]

Proceedings of the 2nd Workshop on Machine Reading for Question Answering, 2019

2018

Neural reading comprehension and beyond.

[BibT_eX]

[DOI]

Danqi Chen

PhD thesis, 2018

2017

Position-aware Attention and Supervised Data Improve Slot Filling.

[BibT_eX]

[DOI]

Christopher D. Manning

Proceedings of the 2017 Conference on Empirical Methods in Natural Language Processing, 2017

Reading Wikipedia to Answer Open-Domain Questions.

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[DOI]

Proceedings of the 55th Annual Meeting of the Association for Computational Linguistics, 2017

2016

Stanford at TAC KBP 2016: Sealing Pipeline Leaks and Understanding Chinese.

[BibT_eX]

[DOI]

Yuhao Zhang

Arun Tejasvi Chaganty

Christopher D. Manning

Proceedings of the 2016 Text Analysis Conference, 2016

SecHDFS: A Secure Data Allocation Scheme for Heterogenous Hadoop Systems.

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[DOI]

Proceedings of the IEEE International Conference on Networking, 2016

A secure data allocation solution for heterogeneous Hadoop systems: SecHDFS.

[BibT_eX]

[DOI]

Proceedings of the 35th IEEE International Performance Computing and Communications Conference, 2016

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

[BibT_eX]

[DOI]

Danqi Chen

Jason Bolton

Christopher D. Manning

Proceedings of the 54th Annual Meeting of the Association for Computational Linguistics, 2016

2015

Bootstrapped Self Training for Knowledge Base Population.

[BibT_eX]

[DOI]

Gabor Angeli

Victor Zhong

Danqi Chen

Arun Tejasvi Chaganty

Jason Bolton

Melvin Jose Johnson Premkumar

Panupong Pasupat

Sonal Gupta

Christopher D. Manning

Proceedings of the 2015 Text Analysis Conference, 2015

Representing Text for Joint Embedding of Text and Knowledge Bases.

[BibT_eX]

[DOI]

Proceedings of the 2015 Conference on Empirical Methods in Natural Language Processing, 2015

Observed versus latent features for knowledge base and text inference.

[BibT_eX]

[DOI]

Kristina Toutanova

Danqi Chen

Proceedings of the 3rd Workshop on Continuous Vector Space Models and their Compositionality, 2015

2014

A Fast and Accurate Dependency Parser using Neural Networks.

[BibT_eX]

[DOI]

Danqi Chen

Christopher D. Manning

Proceedings of the 2014 Conference on Empirical Methods in Natural Language Processing, 2014

2013

Learning New Facts From Knowledge Bases With Neural Tensor Networks and Semantic Word Vectors

[BibT_eX]

[DOI]

Danqi Chen

Richard Socher

Christopher D. Manning

Andrew Y. Ng

Proceedings of the 1st International Conference on Learning Representations, 2013

Reasoning With Neural Tensor Networks for Knowledge Base Completion.

[BibT_eX]

[DOI]

Richard Socher

Danqi Chen

Christopher D. Manning

Andrew Y. Ng

Proceedings of the Advances in Neural Information Processing Systems 26: 27th Annual Conference on Neural Information Processing Systems 2013. Proceedings of a meeting held December 5-8, 2013

2012

Beyond ten blue links: enabling user click modeling in federated web search.

[BibT_eX]

[DOI]

Proceedings of the Fifth International Conference on Web Search and Web Data Mining, 2012

2011

Characterizing Inverse Time Dependency in Multi-class Learning.