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Danqi Chen

Publication record assembled from the DBLP archive of ranked conferences.

Papers indexed

66

Venues

12

Active years

2009–2025

Best venue rank

A*

Where they publish

Papers

66 indexed papers, newest first.

YearVenueTitleAuthors
2025ACLHow to Train Long-Context Language Models (Effectively).Tianyu Gao, Alexander Wettig, Howard Yen, Danqi Chen
2025AIESThe Model Hears You: Audio Language Model Deployments Should Consider the Principle of Least Privilege.Luxi He, Xiangyu Qi, Michel Liao, Inyoung Cheong, Prateek Mittal, Danqi Chen, Peter Henderson
2025EMNLPQuery-Focused Retrieval Heads Improve Long-Context Reasoning and Re-ranking.Wuwei Zhang, Fangcong Yin, Howard Yen, Danqi Chen, Xi Ye
2025ICLRFantastic Copyrighted Beasts and How (Not) to Generate Them.Luxi He, Yangsibo Huang, Weijia Shi, Tinghao Xie, Haotian Liu, Yue Wang, Luke Zettlemoyer, Chiyuan Zhang, Danqi Chen, Peter Henderson
2025ICLRUnintentional Unalignment: Likelihood Displacement in Direct Preference Optimization.Noam Razin, Sadhika Malladi, Adithya Bhaskar, Danqi Chen, Sanjeev Arora, Boris Hanin
2025ICLRBRIGHT: A Realistic and Challenging Benchmark for Reasoning-Intensive Retrieval.Hongjin Su, Howard Yen, Mengzhou Xia, Weijia Shi, Niklas Muennighoff, Han-yu Wang, Haisu Liu, Quan Shi, Zachary S. Siegel, Michael Tang, Ruoxi Sun, Jinsung Yoon, Sercan . Arik, Danqi Chen, Tao Yu
2025ICLRSORRY-Bench: Systematically Evaluating Large Language Model Safety Refusal.Tinghao Xie, Xiangyu Qi, Yi Zeng, Yangsibo Huang, Udari Madhushani Sehwag, Kaixuan Huang, Luxi He, Boyi Wei, Dacheng Li, Ying Sheng, Ruoxi Jia, Bo Li, Kai Li, Danqi Chen, Peter Henderson, Prateek Mittal
2025ICLRHELMET: How to Evaluate Long-context Models Effectively and Thoroughly.Howard Yen, Tianyu Gao, Minmin Hou, Ke Ding, Daniel Fleischer, Peter Izsak, Moshe Wasserblat, Danqi Chen
2025ICMLMetadata Conditioning Accelerates Language Model Pre-training.Tianyu Gao, Alexander Wettig, Luxi He, Yihe Dong, Sadhika Malladi, Danqi Chen
2025ICMLOrganize the Web: Constructing Domains Enhances Pre-Training Data Curation.Alexander Wettig, Kyle Lo, Sewon Min, Hannaneh Hajishirzi, Danqi Chen, Luca Soldaini
2025NAACLRepresenting Rule-based Chatbots with Transformers.Dan Friedman, Abhishek Panigrahi, Danqi Chen
2024ACLThe Heuristic Core: Understanding Subnetwork Generalization in Pretrained Language Models.Adithya Bhaskar, Dan Friedman, Danqi Chen
2024ACLLong-Context Language Modeling with Parallel Context Encoding.Howard Yen, Tianyu Gao, Danqi Chen
2024EMNLPLitSearch: A Retrieval Benchmark for Scientific Literature Search.Anirudh Ajith, Mengzhou Xia, Alexis Chevalier, Tanya Goyal, Danqi Chen, Tianyu Gao
2024ICLRCatastrophic Jailbreak of Open-source LLMs via Exploiting Generation.Yangsibo Huang, Samyak Gupta, Mengzhou Xia, Kai Li, Danqi Chen
2024ICLRDetecting Pretraining Data from Large Language Models.Weijia Shi, Anirudh Ajith, Mengzhou Xia, Yangsibo Huang, Daogao Liu, Terra Blevins, Danqi Chen, Luke Zettlemoyer
2024ICLRSheared LLaMA: Accelerating Language Model Pre-training via Structured Pruning.Mengzhou Xia, Tianyu Gao, Zhiyuan Zeng, Danqi Chen
2024ICLREvaluating Large Language Models at Evaluating Instruction Following.Zhiyuan Zeng, Jiatong Yu, Tianyu Gao, Yu Meng, Tanya Goyal, Danqi Chen
2024ICMLLanguage Models as Science Tutors.Alexis Chevalier, Jiayi Geng, Alexander Wettig, Howard Chen, Sebastian Mizera, Toni Annala, Max Jameson Aragon, Arturo Rodrguez Fanlo, Simon Frieder, Simon Machado, Akshara Prabhakar, Ellie Thieu, Jiachen T. Wang, Zirui Wang, Xindi Wu, Mengzhou Xia, Wenhan Xia, Jiatong Yu, Junjie Zhu, Zhiyong Jason Ren, Sanjeev Arora, Danqi Chen
2024ICMLInterpretability Illusions in the Generalization of Simplified Models.Dan Friedman, Andrew Kyle Lampinen, Lucas Dixon, Danqi Chen, Asma Ghandeharioun
2024ICMLQuRating: Selecting High-Quality Data for Training Language Models.Alexander Wettig, Aatmik Gupta, Saumya Malik, Danqi Chen
2024ICMLLESS: Selecting Influential Data for Targeted Instruction Tuning.Mengzhou Xia, Sadhika Malladi, Suchin Gururangan, Sanjeev Arora, Danqi Chen
2023ACLWhat In-Context Learning "Learns" In-Context: Disentangling Task Recognition and Task Learning.Jane Pan, Tianyu Gao, Howard Chen, Danqi Chen
2023ACLMeasuring Inductive Biases of In-Context Learning with Underspecified Demonstrations.Chenglei Si, Dan Friedman, Nitish Joshi, Shi Feng, Danqi Chen, He He
2023ACLOptimizing Test-Time Query Representations for Dense Retrieval.Mujeen Sung, Jungsoo Park, Jaewoo Kang, Danqi Chen, Jinhyuk Lee
2023ACLTraining Trajectories of Language Models Across Scales.Mengzhou Xia, Mikel Artetxe, Chunting Zhou, Xi Victoria Lin, Ramakanth Pasunuru, Danqi Chen, Luke Zettlemoyer, Veselin Stoyanov
2023EACLShould You Mask 15% in Masked Language Modeling?Alexander Wettig, Tianyu Gao, Zexuan Zhong, Danqi Chen
2023EMNLPAdapting Language Models to Compress Contexts.Alexis Chevalier, Alexander Wettig, Anirudh Ajith, Danqi Chen
2023EMNLPC-STS: Conditional Semantic Textual Similarity.Ameet Deshpande, Carlos E. Jimenez, Howard Chen, Vishvak Murahari, Victoria Graf, Tanmay Rajpurohit, Ashwin Kalyan, Danqi Chen, Karthik Narasimhan
2023EMNLPEnabling Large Language Models to Generate Text with Citations.Tianyu Gao, Howard Yen, Jiatong Yu, Danqi Chen
2023EMNLPPrivacy Implications of Retrieval-Based Language Models.Yangsibo Huang, Samyak Gupta, Zexuan Zhong, Kai Li, Danqi Chen
2023EMNLPPoisoning Retrieval Corpora by Injecting Adversarial Passages.Zexuan Zhong, Ziqing Huang, Alexander Wettig, Danqi Chen
2023EMNLPMQuAKE: Assessing Knowledge Editing in Language Models via Multi-Hop Questions.Zexuan Zhong, Zhengxuan Wu, Christopher D. Manning, Christopher Potts, Danqi Chen
2023ICMLA Kernel-Based View of Language Model Fine-Tuning.Sadhika Malladi, Alexander Wettig, Dingli Yu, Danqi Chen, Sanjeev Arora
2023SIGIRSIGIR 2023 Workshop on Retrieval Enhanced Machine Learning (REML @ SIGIR 2023).Michael Bendersky, Danqi Chen, Fernando Diaz, Hamed Zamani
2022ACLDitch the Gold Standard: Re-evaluating Conversational Question Answering.Huihan Li, Tianyu Gao, Manan Goenka, Danqi Chen
2022ACLStructured Pruning Learns Compact and Accurate Models.Mengzhou Xia, Zexuan Zhong, Danqi Chen
2022EMNLPFinding Dataset Shortcuts with Grammar Induction.Dan Friedman, Alexander Wettig, Danqi Chen
2022EMNLPMABEL: Attenuating Gender Bias using Textual Entailment Data.Jacqueline He, Mengzhou Xia, Christiane Fellbaum, Danqi Chen
2022EMNLPDon't Prompt, Search! Mining-based Zero-Shot Learning with Language Models.Mozes van de Kar, Mengzhou Xia, Danqi Chen, Mikel Artetxe
2022EMNLPPrompting ELECTRA: Few-Shot Learning with Discriminative Pre-Trained Models.Mengzhou Xia, Mikel Artetxe, Jingfei Du, Danqi Chen, Veselin Stoyanov
2022EMNLPGenerating Natural Language Proofs with Verifier-Guided Search.Kaiyu Yang, Jia Deng, Danqi Chen
2022EMNLPTraining Language Models with Memory Augmentation.Zexuan Zhong, Tao Lei, Danqi Chen
2022NAACLCan Rationalization Improve Robustness?Howard Chen, Jacqueline He, Karthik Narasimhan, Danqi Chen
2021ACLMaking Pre-trained Language Models Better Few-shot Learners.Tianyu Gao, Adam Fisch, Danqi Chen
2021ACLLearning Dense Representations of Phrases at Scale.Jinhyuk Lee, Mujeen Sung, Jaewoo Kang, Danqi Chen
2021EMNLPSingle-dataset Experts for Multi-dataset Question Answering.Dan Friedman, Ben Dodge, Danqi Chen
2021EMNLPSimCSE: Simple Contrastive Learning of Sentence Embeddings.Tianyu Gao, Xingcheng Yao, Danqi Chen
2021EMNLPPhrase Retrieval Learns Passage Retrieval, Too.Jinhyuk Lee, Alexander Wettig, Danqi Chen
2021EMNLPSimple Entity-Centric Questions Challenge Dense Retrievers.Christopher Sciavolino, Zexuan Zhong, Jinhyuk Lee, Danqi Chen
2021NAACLNon-Parametric Few-Shot Learning for Word Sense Disambiguation.Howard Chen, Mengzhou Xia, Danqi Chen
2021NAACLA Frustratingly Easy Approach for Entity and Relation Extraction.Zexuan Zhong, Danqi Chen
2021NAACLFactual Probing Is [MASK]: Learning vs. Learning to Recall.Zexuan Zhong, Dan Friedman, Danqi Chen
2020ACLOpen-Domain Question Answering.Danqi Chen, Wen-tau Yih
2020EMNLPTextHide: Tackling Data Privacy for Language Understanding Tasks.Yangsibo Huang, Zhao Song, Danqi Chen, Kai Li, Sanjeev Arora
2020EMNLPDense Passage Retrieval for Open-Domain Question Answering.Vladimir Karpukhin, Barlas Oguz, Sewon Min, Patrick Lewis, Ledell Wu, Sergey Edunov, Danqi Chen, Wen-tau Yih
2019EMNLPA Discrete Hard EM Approach for Weakly Supervised Question Answering.Sewon Min, Danqi Chen, Hannaneh Hajishirzi, Luke Zettlemoyer
2017ACLReading Wikipedia to Answer Open-Domain Questions.Danqi Chen, Adam Fisch, Jason Weston, Antoine Bordes
2017EMNLPPosition-aware Attention and Supervised Data Improve Slot Filling.Yuhao Zhang, Victor Zhong, Danqi Chen, Gabor Angeli, Christopher D. Manning
2016ACLA Thorough Examination of the CNN/Daily Mail Reading Comprehension Task.Danqi Chen, Jason Bolton, Christopher D. Manning
2016IPCCCA secure data allocation solution for heterogeneous Hadoop systems: SecHDFS.Bowen Tian, Yun Tian, Yijie Sun, Trevor Hurt, Brandon Huebert, Waymon Ho, Yuting Zhang, Danqi Chen
2015EMNLPRepresenting Text for Joint Embedding of Text and Knowledge Bases.Kristina Toutanova, Danqi Chen, Patrick Pantel, Hoifung Poon, Pallavi Choudhury, Michael Gamon
2014EMNLPA Fast and Accurate Dependency Parser using Neural Networks.Danqi Chen, Christopher D. Manning
2012WSDMBeyond ten blue links: enabling user click modeling in federated web search.Danqi Chen, Weizhu Chen, Haixun Wang, Zheng Chen, Qiang Yang
2011ICDMCharacterizing Inverse Time Dependency in Multi-class Learning.Danqi Chen, Weizhu Chen, Qiang Yang
2009ICIGAudio-Visual Emotion Recognition Based on a DBN Model with Constrained Asynchrony.Danqi Chen, Dongmei Jiang, Ilse Ravyse, Hichem Sahli