NLPExplorer

Danqi Chen

Number of Papers:- 51

Number of Citations:- 485

First ACL Paper:- 2014

Latest ACL Paper:- 2024

Venues:-

TACL

EMNLP

NAACL

Findings

ACL

CVSC

IJCNLP

MRQA

EACL

Co-Authors:-

Similar Authors:-

Long-Context Language Modeling with Parallel Context Encoding ACL

Howard Yen | Tianyu Gao | Danqi Chen |

The Heuristic Core: Understanding Subnetwork Generalization in Pretrained Language Models ACL

Adithya Bhaskar | Dan Friedman | Danqi Chen |

LitSearch: A Retrieval Benchmark for Scientific Literature Search EMNLP

Should You Mask 15% in Masked Language Modeling? EACL

Alexander Wettig | Tianyu Gao | Zexuan Zhong | Danqi Chen |

Privacy Implications of Retrieval-Based Language Models EMNLP

Adapting Language Models to Compress Contexts EMNLP

Alexis Chevalier | Alexander Wettig | Anirudh Ajith | Danqi Chen |

Enabling Large Language Models to Generate Text with Citations EMNLP

Tianyu Gao | Howard Yen | Jiatong Yu | Danqi Chen |

MQuAKE: Assessing Knowledge Editing in Language Models via Multi-Hop Questions EMNLP

Poisoning Retrieval Corpora by Injecting Adversarial Passages EMNLP

Zexuan Zhong | Ziqing Huang | Alexander Wettig | Danqi Chen |

C-STS: Conditional Semantic Textual Similarity EMNLP

What In-Context Learning “Learns” In-Context: Disentangling Task Recognition and Task Learning F i n d i n g s - A C L

Jane Pan | Tianyu Gao | Howard Chen | Danqi Chen |

Retrieval-based Language Models and Applications ACL

Akari Asai | Sewon Min | Zexuan Zhong | Danqi Chen |

Optimizing Test-Time Query Representations for Dense Retrieval F i n d i n g s - A C L

Training Trajectories of Language Models Across Scales ACL

Measuring Inductive Biases of In-Context Learning with Underspecified Demonstrations ACL

Structured Pruning Learns Compact and Accurate Models ACL

Mengzhou Xia | Zexuan Zhong | Danqi Chen |

Ditch the Gold Standard: Re-evaluating Conversational Question Answering ACL

Huihan Li | Tianyu Gao | Manan Goenka | Danqi Chen |

Can Rationalization Improve Robustness? NAACL

Howard Chen | Jacqueline He | Karthik Narasimhan | Danqi Chen |

Proceedings of the 2022 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies: Student Research Workshop NAACL

MABEL: Attenuating Gender Bias using Textual Entailment Data EMNLP

Jacqueline He | Mengzhou Xia | Christiane Fellbaum | Danqi Chen |

Don’t Prompt, Search! Mining-based Zero-Shot Learning with Language Models EMNLP

Mozes van de Kar | Mengzhou Xia | Danqi Chen | Mikel Artetxe |

Finding Dataset Shortcuts with Grammar Induction EMNLP

Dan Friedman | Alexander Wettig | Danqi Chen |

Generating Natural Language Proofs with Verifier-Guided Search EMNLP

Kaiyu Yang | Jia Deng | Danqi Chen |

Training Language Models with Memory Augmentation EMNLP

Zexuan Zhong | Tao Lei | Danqi Chen |

Prompting ELECTRA: Few-Shot Learning with Discriminative Pre-Trained Models EMNLP

Non-Parametric Few-Shot Learning for Word Sense Disambiguation NAACL

Howard Chen | Mengzhou Xia | Danqi Chen |

evision PDF of 'Factual Probing Is [MASK]: Learning vs. Learning to Recall NAACL

Zexuan Zhong | Dan Friedman | Danqi Chen |

A Frustratingly Easy Approach for Entity and Relation Extraction NAACL

Zexuan Zhong | Danqi Chen |

Learning Dense Representations of Phrases at Scale ACL IJCNLP

Jinhyuk Lee | Mujeen Sung | Jaewoo Kang | Danqi Chen |

Single-dataset Experts for Multi-dataset Question Answering EMNLP

Dan Friedman | Ben Dodge | Danqi Chen |

SimCSE: Simple Contrastive Learning of Sentence Embeddings EMNLP

Tianyu Gao | Xingcheng Yao | Danqi Chen |

Proceedings of the 3rd Workshop on Machine Reading for Question Answering EMNLP MRQA

Phrase Retrieval Learns Passage Retrieval, Too EMNLP

Jinhyuk Lee | Alexander Wettig | Danqi Chen |

Simple Entity-Centric Questions Challenge Dense Retrievers EMNLP

Christopher Sciavolino | Zexuan Zhong | Jinhyuk Lee | Danqi Chen |

Making Pre-trained Language Models Better Few-shot Learners ACL IJCNLP

Tianyu Gao | Adam Fisch | Danqi Chen |

Open-Domain Question Answering ACL

Danqi Chen | Wen-tau Yih |

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

TextHide: Tackling Data Privacy in Language Understanding Tasks EMNLP Findings

Dense Passage Retrieval for Open-Domain Question Answering EMNLP

A Discrete Hard EM Approach for Weakly Supervised Question Answering EMNLP

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

Proceedings of the 2nd Workshop on Machine Reading for Question Answering EMNLP WS

MRQA 2019 Shared Task: Evaluating Generalization in Reading Comprehension EMNLP WS

CoQA: A Conversational Question Answering Challenge TACL

Siva Reddy | Danqi Chen | Christopher D. Manning |

Proceedings of the Workshop on Machine Reading for Question Answering ACL WS

Position-aware Attention and Supervised Data Improve Slot Filling EMNLP

Reading Wikipedia to Answer Open-Domain Questions ACL

Danqi Chen | Adam Fisch | Jason Weston | Antoine Bordes |

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

Danqi Chen | Jason Bolton | Christopher D. Manning |

Proceedings of the 5th Workshop on Automated Knowledge Base Construction WS

Jay Pujara | Tim Rocktaschel | Danqi Chen | Sameer Singh |

Representing Text for Joint Embedding of Text and Knowledge Bases EMNLP

Observed versus latent features for knowledge base and text inference CVSC WS

Kristina Toutanova | Danqi Chen |

A Fast and Accurate Dependency Parser using Neural Networks EMNLP

Danqi Chen | Christopher Manning |