Danqi Chen

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All published works

Action	Title	Year	Authors
+	Metadata Conditioning Accelerates Language Model Pre-training	2025	Tianyu Gao Alexander Wettig Luxi He Yihe Dong Sadhika Malladi Danqi Chen
+ PDF Chat	LongProc: Benchmarking Long-Context Language Models on Long Procedural Generation	2025	Xi Ye Fangcong Yin Ying‐Hui He J. Zhang H. W. Yen Tianyu Gao Greg Durrett Danqi Chen
+ PDF Chat	Metadata Conditioning Accelerates Language Model Pre-training	2025	Tianyu Gao Alexander Wettig Luxi He Yihe Dong Sadhika Malladi Danqi Chen
+ PDF Chat	Continual Memorization of Factoids in Large Language Models	2024	Howard Chen Jiayi Geng Adithya Bhaskar Dan Friedman Danqi Chen
+ PDF Chat	Unintentional Unalignment: Likelihood Displacement in Direct Preference Optimization	2024	Noam Razin Sadhika Malladi A. Uday Bhaskar Danqi Chen Sanjeev Arora Boris Hanin
+ PDF Chat	How to Train Long-Context Language Models (Effectively)	2024	Tianyu Gao Alexander Wettig H. W. Yen Danqi Chen
+ PDF Chat	HELMET: How to Evaluate Long-Context Language Models Effectively and Thoroughly	2024	H. W. Yen Tianyu Gao Minghui Hou Ke Ding Daniel Fleischer Peter Izsak Moshe Wasserblat Danqi Chen
+ PDF Chat	BRIGHT: A Realistic and Challenging Benchmark for Reasoning-Intensive Retrieval	2024	Hongjin Su H. W. Yen Mengzhou Xia Weijia Shi Niklas Muennighoff Hanyu Wang F. H. Liu Quan Shi Zachary S. Siegel Michael Tang
+ PDF Chat	Representing Rule-based Chatbots with Transformers	2024	Dan Friedman Abhishek Panigrahi Danqi Chen
+ PDF Chat	LitSearch: A Retrieval Benchmark for Scientific Literature Search	2024	Anirudh Ajith Mengzhou Xia Alexis Chevalier Tanya Goyal Danqi Chen Tianyu Gao
+ PDF Chat	CharXiv: Charting Gaps in Realistic Chart Understanding in Multimodal LLMs	2024	Zirui Wang Mengzhou Xia Luxi He Howard Chen Yitao Liu Richard Zhu Kaiqu Liang Xindi Wu H. Liu Sadhika Malladi
+ PDF Chat	Finding Transformer Circuits with Edge Pruning	2024	Adithya Bhaskar Alexander Wettig Dan Friedman Danqi Chen
+ PDF Chat	Fantastic Copyrighted Beasts and How (Not) to Generate Them	2024	Luxi He Yangsibo Huang Weijia Shi Tinghao Xie Haotian Liu Yue Wang Luke Zettlemoyer Chiyuan Zhang Danqi Chen Peter Henderson
+ PDF Chat	SORRY-Bench: Systematically Evaluating Large Language Model Safety Refusal Behaviors	2024	Tinghao Xie Xiangyu Qi Yi Zeng Yangsibo Huang Udari Madhushani Sehwag Kaixuan Huang Luxi He Boyi Wei Dacheng Li Ying Sheng
+ PDF Chat	AI Risk Management Should Incorporate Both Safety and Security	2024	Xiangyu Qi Yangsibo Huang Yi Zeng Edoardo Debenedetti Jonas Geiping Luxi He Kaixuan Huang Udari Madhushani Vikash Sehwag Weijia Shi
+ PDF Chat	Certifiably Robust RAG against Retrieval Corruption	2024	Chong Xiang Tong Wu Zexuan Zhong David Wagner Danqi Chen Prateek Mittal
+ PDF Chat	SimPO: Simple Preference Optimization with a Reference-Free Reward	2024	Yu Meng Mengzhou Xia Danqi Chen
+ PDF Chat	Lory: Fully Differentiable Mixture-of-Experts for Autoregressive Language Model Pre-training	2024	Zexuan Zhong Mengzhou Xia Danqi Chen Michael Lewis
+ PDF Chat	Foundational Challenges in Assuring Alignment and Safety of Large Language Models	2024	Anwar Usman Abulhair Saparov Javier Rando Daniel Paleka Miles Turpin Peter Hase Ekdeep Singh Lubana Erik Jenner Stephen T. Casper Oliver Sourbut
+ PDF Chat	The Heuristic Core: Understanding Subnetwork Generalization in Pretrained Language Models	2024	Adithya Bhaskar Dan Friedman Danqi Chen
+ PDF Chat	Reliable, Adaptable, and Attributable Language Models with Retrieval	2024	Akari Asai Zexuan Zhong Danqi Chen Pang Wei Koh Luke Zettlemoyer Hannaneh Hajishirzi Wen-tau Yih
+ PDF Chat	Long-Context Language Modeling with Parallel Context Encoding	2024	H. W. Yen Tianyu Gao Danqi Chen
+ PDF Chat	Improving Language Understanding from Screenshots	2024	Tianyu Gao Zi-Rui Wang Adithya Bhaskar Danqi Chen
+ PDF Chat	Language Models as Science Tutors	2024	Alexis Chevalier Jiayi Geng Alexander Wettig Howard Chen Sebastian Mizera Toni Annala Max Jameson Aragon Arturo Rodríguez Fanlo Simon Frieder Simon Machado
+ PDF Chat	QuRating: Selecting High-Quality Data for Training Language Models	2024	Alexander Wettig Aatmik Gupta Saumya Malik Danqi Chen
+ PDF Chat	LESS: Selecting Influential Data for Targeted Instruction Tuning	2024	Mengzhou Xia Sadhika Malladi Suchin Gururangan Sanjeev Arora Danqi Chen
+	What In-Context Learning "Learns" In-Context: Disentangling Task Recognition and Task Learning	2023	Jane Pan Tianyu Gao Howard Chen Danqi Chen
+	Measuring Inductive Biases of In-Context Learning with Underspecified Demonstrations	2023	Chenglei Si Dan Friedman Nitish Joshi Feng Shi Danqi Chen He He
+	Privacy Implications of Retrieval-Based Language Models	2023	Yangsibo Huang Samyak Gupta Zexuan Zhong Kai Li Danqi Chen
+	C-STS: Conditional Semantic Textual Similarity	2023	Ameet Deshpande Carlos Jimenez-Gomez Howard Chen Vishvak Murahari Victoria Graf Tanmay Rajpurohit Ashwin Kalyan Danqi Chen Karthik Narasimhan
+	Enabling Large Language Models to Generate Text with Citations	2023	Tianyu Gao H. W. Yen Jiatong Yu Danqi Chen
+	Adapting Language Models to Compress Contexts	2023	Alexis Chevalier Alexander Wettig Anirudh Ajith Danqi Chen
+	MQuAKE: Assessing Knowledge Editing in Language Models via Multi-Hop Questions	2023	Zexuan Zhong Zhengxuan Wu Christopher D. Manning Christopher Potts Danqi Chen
+	Fine-Tuning Language Models with Just Forward Passes	2023	Sadhika Malladi Tianyu Gao Eshaan Nichani Alex Damian Jason D. Lee Danqi Chen Sanjeev Arora
+	Learning Transformer Programs	2023	Dan Friedman Alexander Wettig Danqi Chen
+ PDF Chat	Optimizing Test-Time Query Representations for Dense Retrieval	2023	Mujeen Sung Jungsoo Park Jaewoo Kang Danqi Chen Jinhyuk Lee
+	Training Trajectories of Language Models Across Scales	2023	Mengzhou Xia Mikel Artetxe Chunting Zhou Xi Victoria Lin Ramakanth Pasunuru Danqi Chen Luke Zettlemoyer Veselin Stoyanov
+	Measuring Inductive Biases of In-Context Learning with Underspecified Demonstrations	2023	Chenglei Si Dan Friedman Nitish Joshi Feng Shi Danqi Chen He He
+ PDF Chat	What In-Context Learning “Learns” In-Context: Disentangling Task Recognition and Task Learning	2023	Jane Pan Tianyu Gao Howard Chen Danqi Chen
+	Should You Mask 15% in Masked Language Modeling?	2023	Alexander Wettig Tianyu Gao Zexuan Zhong Danqi Chen
+	Sheared LLaMA: Accelerating Language Model Pre-training via Structured Pruning	2023	Mengzhou Xia Tianyu Gao Zhiyuan Zeng Danqi Chen
+	Catastrophic Jailbreak of Open-source LLMs via Exploiting Generation	2023	Yangsibo Huang Samyak Gupta Mengzhou Xia Kai Li Danqi Chen
+	Evaluating Large Language Models at Evaluating Instruction Following	2023	Zhiyuan Zeng Jiatong Yu Tianyu Gao Yu Song Meng Tanya Goyal Danqi Chen
+	Detecting Pretraining Data from Large Language Models	2023	Weijia Shi Anirudh Ajith Mengzhou Xia Yangsibo Huang Daogao Liu Terra Blevins Danqi Chen Luke Zettlemoyer
+	Poisoning Retrieval Corpora by Injecting Adversarial Passages	2023	Zexuan Zhong Ziqing Huang Alexander Wettig Danqi Chen
+	Interpretability Illusions in the Generalization of Simplified Models	2023	Dan Friedman Andrew K. Lampinen Lucas Dixon Danqi Chen Asma Ghandeharioun
+ PDF Chat	Privacy Implications of Retrieval-Based Language Models	2023	Yangsibo Huang Samyak Gupta Zexuan Zhong Kai Li Danqi Chen
+ PDF Chat	MQuAKE: Assessing Knowledge Editing in Language Models via Multi-Hop Questions	2023	Zexuan Zhong Zhengxuan Wu Christopher D. Manning Christopher Potts Danqi Chen
+ PDF Chat	Poisoning Retrieval Corpora by Injecting Adversarial Passages	2023	Zexuan Zhong Ziqing Huang Alexander Wettig Danqi Chen
+ PDF Chat	Enabling Large Language Models to Generate Text with Citations	2023	Tianyu Gao H. W. Yen Jiatong Yu Danqi Chen
+ PDF Chat	C-STS: Conditional Semantic Textual Similarity	2023	Ameet Deshpande Carlos Jimenez-Gomez Howard Chen Vishvak Murahari Victoria Graf Tanmay Rajpurohit Ashwin Kalyan Danqi Chen Karthik Narasimhan
+ PDF Chat	Adapting Language Models to Compress Contexts	2023	Alexis Chevalier Alexander Wettig Anirudh Ajith Danqi Chen
+ PDF Chat	Can Rationalization Improve Robustness?	2022	Howard Chen Jacqueline He Karthik Narasimhan Danqi Chen
+ PDF Chat	Ditch the Gold Standard: Re-evaluating Conversational Question Answering	2022	Huihan Li Tianyu Gao Manan Goenka Danqi Chen
+ PDF Chat	Structured Pruning Learns Compact and Accurate Models	2022	Mengzhou Xia Zexuan Zhong Danqi Chen
+	Should You Mask 15% in Masked Language Modeling?	2022	Alexander Wettig Tianyu Gao Zexuan Zhong Danqi Chen
+	Recovering Private Text in Federated Learning of Language Models	2022	Samyak Gupta Yangsibo Huang Zexuan Zhong Tianyu Gao Kai Li Danqi Chen
+	Beyond the Imitation Game: Quantifying and extrapolating the capabilities of language models	2022	Aarohi Srivastava Abhinav Rastogi Abhishek S. Rao Abu Awal Shoeb Abubakar Abid Adam Fisch Adam R. Brown Adam Santoro Aditya Gupta Adrià Garriga-Alonso
+	Optimizing Test-Time Query Representations for Dense Retrieval	2022	Mujeen Sung Jungsoo Park Jaewoo Kang Danqi Chen Jinhyuk Lee
+	Generating Natural Language Proofs with Verifier-Guided Search	2022	Kaiyu Yang Jia Deng Danqi Chen
+	Training Language Models with Memory Augmentation	2022	Zexuan Zhong Tao Lei Danqi Chen
+	Prompting ELECTRA: Few-Shot Learning with Discriminative Pre-Trained Models	2022	Mengzhou Xia Mikel Artetxe Jingfei Du Danqi Chen Ves Stoyanov
+	A Kernel-Based View of Language Model Fine-Tuning	2022	Sadhika Malladi Alexander Wettig Dingli Yu Danqi Chen Sanjeev Arora
+	Structured Pruning Learns Compact and Accurate Models	2022	Mengzhou Xia Zexuan Zhong Danqi Chen
+	Can Rationalization Improve Robustness?	2022	Howard Chen Jacqueline He Karthik Narasimhan Danqi Chen
+	Don't Prompt, Search! Mining-based Zero-Shot Learning with Language Models	2022	Mozes van de Kar Mengzhou Xia Danqi Chen Mikel Artetxe
+	MABEL: Attenuating Gender Bias using Textual Entailment Data	2022	Jacqueline He Mengzhou Xia Christiane Fellbaum Danqi Chen
+	Training Trajectories of Language Models Across Scales	2022	Mengzhou Xia Mikel Artetxe Chunting Zhou Xi Victoria Lin Ramakanth Pasunuru Danqi Chen Luke Zettlemoyer Ves Stoyanov
+	Controllable Text Generation with Language Constraints	2022	Howard Chen Huihan Li Danqi Chen Karthik Narasimhan
+	Finding Dataset Shortcuts with Grammar Induction	2022	Dan Friedman Alexander Wettig Danqi Chen
+ PDF Chat	Finding Dataset Shortcuts with Grammar Induction	2022	Dan Friedman Alexander Wettig Danqi Chen
+ PDF Chat	Training Language Models with Memory Augmentation	2022	Zexuan Zhong Tao Lei Danqi Chen
+ PDF Chat	Don’t Prompt, Search! Mining-based Zero-Shot Learning with Language Models	2022	Mozes van de Kar Mengzhou Xia Danqi Chen Mikel Artetxe
+ PDF Chat	MABEL: Attenuating Gender Bias using Textual Entailment Data	2022	Jacqueline He Mengzhou Xia Christiane Fellbaum Danqi Chen
+ PDF Chat	Prompting ELECTRA: Few-Shot Learning with Discriminative Pre-Trained Models	2022	Mengzhou Xia Mikel Artetxe Jingfei Du Danqi Chen Veselin Stoyanov
+ PDF Chat	Generating Natural Language Proofs with Verifier-Guided Search	2022	Kaiyu Yang Jia Deng Danqi Chen
+	Phrase Retrieval Learns Passage Retrieval, Too	2021	Jinhyuk Lee Alexander Wettig Danqi Chen
+	NeurIPS 2020 EfficientQA Competition: Systems, Analyses and Lessons Learned	2021	Sewon Min Jordan Boyd‐Graber Chris Alberti Danqi Chen Eunsol Choi Michael J. Collins Kelvin Guu Hannaneh Hajishirzi Kenton Lee Jennimaria Palomaki
+	NeurIPS 2020 EfficientQA Competition: Systems, Analyses and Lessons Learned	2021	Sewon Min Jordan Boyd‐Graber Chris Alberti Danqi Chen Eunsol Choi Michael J. Collins Kelvin Guu Hannaneh Hajishirzi Kenton Lee Jennimaria Palomaki
+	Factual Probing Is [MASK]: Learning vs. Learning to Recall	2021	Zexuan Zhong Dan Friedman Danqi Chen
+ PDF Chat	SimCSE: Simple Contrastive Learning of Sentence Embeddings	2021	Tianyu Gao Xingcheng Yao Danqi Chen
+	Non-Parametric Few-Shot Learning for Word Sense Disambiguation	2021	Howard Chen Mengzhou Xia Danqi Chen
+ PDF Chat	Factual Probing Is [MASK]: Learning vs. Learning to Recall	2021	Zexuan Zhong Dan Friedman Danqi Chen
+ PDF Chat	A Frustratingly Easy Approach for Entity and Relation Extraction	2021	Zexuan Zhong Danqi Chen
+ PDF Chat	Non-Parametric Few-Shot Learning for Word Sense Disambiguation	2021	Howard Chen Mengzhou Xia Danqi Chen
+	Making Pre-trained Language Models Better Few-shot Learners	2021	Tianyu Gao Adam Fisch Danqi Chen
+	Learning Dense Representations of Phrases at Scale	2021	Jinhyuk Lee Mujeen Sung Jaewoo Kang Danqi Chen
+ PDF Chat	Simple Entity-Centric Questions Challenge Dense Retrievers	2021	Christopher Sciavolino Zexuan Zhong Jinhyuk Lee Danqi Chen
+ PDF Chat	Single-dataset Experts for Multi-dataset Question Answering	2021	Dan Friedman Ben Dodge Danqi Chen
+	Simple Entity-Centric Questions Challenge Dense Retrievers	2021	Christopher Sciavolino Zexuan Zhong Jinhyuk Lee Danqi Chen
+	Phrase Retrieval Learns Passage Retrieval, Too	2021	Jinhyuk Lee Alexander Wettig Danqi Chen
+	Single-dataset Experts for Multi-dataset Question Answering	2021	Dan Friedman Ben Dodge Danqi Chen
+	SimCSE: Simple Contrastive Learning of Sentence Embeddings	2021	Tianyu Gao Xingcheng Yao Danqi Chen
+ PDF Chat	Phrase Retrieval Learns Passage Retrieval, Too	2021	Jinhyuk Lee Alexander Wettig Danqi Chen
+	Ditch the Gold Standard: Re-evaluating Conversational Question Answering	2021	Huihan Li Tianyu Gao Manan Goenka Danqi Chen
+	Dense Passage Retrieval for Open-Domain Question Answering	2020	Vladimir Karpukhin Barlas Oğuz Sewon Min Patrick Lewis Ledell Wu Sergey Edunov Danqi Chen Wen-tau Yih
+ PDF Chat	SpanBERT: Improving Pre-training by Representing and Predicting Spans	2020	Mandar Joshi Danqi Chen Yinhan Liu Daniel S. Weld Luke Zettlemoyer Omer Levy
+	TextHide: Tackling Data Privacy in Language Understanding Tasks	2020	Yangsibo Huang Zhao Song Danqi Chen Kai Li Sanjeev Arora
+	A Frustratingly Easy Approach for Entity and Relation Extraction	2020	Zexuan Zhong Danqi Chen
+	Dense Passage Retrieval for Open-Domain Question Answering	2020	Vladimir Karpukhin Barlas Oğuz Sewon Min Patrick Lewis Ledell Wu Sergey Edunov Danqi Chen Wen-tau Yih
+	TextHide: Tackling Data Privacy in Language Understanding Tasks	2020	Yangsibo Huang Zhao Song Danqi Chen Kai Li Sanjeev Arora
+	Learning Dense Representations of Phrases at Scale	2020	Jinhyuk Lee Mujeen Sung Jaewoo Kang Danqi Chen
+	Making Pre-trained Language Models Better Few-shot Learners	2020	Tianyu Gao Adam Fisch Danqi Chen
+	Dense Passage Retrieval for Open-Domain Question Answering	2020	Vladimir Karpukhin Barlas Oğuz Sewon Min Patrick Lewis Ledell Wu Sergey Edunov Danqi Chen Wen-tau Yih
+	SpanBERT: Improving Pre-training by Representing and Predicting Spans	2019	Mandar Joshi Danqi Chen Yinhan Liu Daniel S. Weld Luke Zettlemoyer Omer Levy
+	SpanBERT: Improving Pre-training by Representing and Predicting Spans	2019	Mandar Joshi Danqi Chen Yinhan Liu Daniel S. Weld Luke Zettlemoyer Omer Levy
+ PDF Chat	CoQA: A Conversational Question Answering Challenge	2019	Siva Reddy Danqi Chen Christopher D. Manning
+	RoBERTa: A Robustly Optimized BERT Pretraining Approach	2019	Yinhan Liu Myle Ott Naman Goyal Jingfei Du Mandar Joshi Danqi Chen Omer Levy Mike Lewis Luke Zettlemoyer Veselin Stoyanov
+	A Discrete Hard EM Approach for Weakly Supervised Question Answering	2019	Sewon Min Danqi Chen Hannaneh Hajishirzi Luke Zettlemoyer
+	A Discrete Hard EM Approach for Weakly Supervised Question Answering	2019	Sewon Min Danqi Chen Hannaneh Hajishirzi Luke Zettlemoyer
+	MRQA 2019 Shared Task: Evaluating Generalization in Reading Comprehension	2019	Adam Fisch Alon Talmor Robin Jia Minjoon Seo Eunsol Choi Danqi Chen
+	MRQA 2019 Shared Task: Evaluating Generalization in Reading Comprehension	2019	Adam Fisch Alon Talmor Robin Jia Minjoon Seo Eunsol Choi Danqi Chen
+	Knowledge Guided Text Retrieval and Reading for Open Domain Question Answering	2019	Sewon Min Danqi Chen Luke Zettlemoyer Hannaneh Hajishirzi
+	SpanBERT: Improving Pre-training by Representing and Predicting Spans	2019	Mandar Joshi Danqi Chen Yinhan Liu Daniel S. Weld Luke Zettlemoyer Omer Levy
+	CoQA: A Conversational Question Answering Challenge	2018	Siva Reddy Danqi Chen Christopher D. Manning
+	CoQA: A Conversational Question Answering Challenge	2018	Siva Reddy Danqi Chen Christopher D. Manning
+	Reading Wikipedia to Answer Open-Domain Questions	2017	Danqi Chen Adam Fisch Jason Weston Antoine Bordes
+ PDF Chat	Reading Wikipedia to Answer Open-Domain Questions	2017	Danqi Chen Adam Fisch Jason Weston Antoine Bordes
+	A Thorough Examination of the CNN/Daily Mail Reading Comprehension Task	2016	Danqi Chen Jason Bolton Christopher D. Manning
+	A Thorough Examination of the CNN/Daily Mail Reading Comprehension Task	2016	Danqi Chen Jason Bolton Christopher D. Manning
+	Learning New Facts From Knowledge Bases With Neural Tensor Networks and Semantic Word Vectors	2013	Danqi Chen Richard Socher Christopher D. Manning Andrew Y. Ng
+	Learning New Facts From Knowledge Bases With Neural Tensor Networks and Semantic Word Vectors	2013	Danqi Chen Richard Socher Christopher D. Manning Andrew Y. Ng

Common Coauthors

Coauthor	Papers Together
Zexuan Zhong	22
Mengzhou Xia	22
Alexander Wettig	19
Dan Friedman	14
Luke Zettlemoyer	13
Tianyu Gao	12
Howard Chen	12
Yangsibo Huang	10
Christopher D. Manning	10
Jinhyuk Lee	9
Sewon Min	8
Tianyu Gao	7
Sadhika Malladi	7
Adam Fisch	7
H. W. Yen	7
Hannaneh Hajishirzi	7
Mikel Artetxe	6
Wen-tau Yih	6
Omer Levy	6
Sanjeev Arora	5
Yinhan Liu	5
Karthik Narasimhan	5
Barlas Oğuz	5
Alexis Chevalier	5
Patrick Lewis	5
Vladimir Karpukhin	5
Mandar Joshi	5
Siva Reddy	4
Eunsol Choi	4
Minjoon Seo	4
Mujeen Sung	4
Jaewoo Kang	4
Adithya Bhaskar	4
Samyak Gupta	4
Jacqueline He	4
Anirudh Ajith	4
Weijia Shi	3
Jiatong Yu	3
Kai Li	3
Tinghao Xie	3
He He	3
Sanjeev Arora	3
Jingfei Du	3
Ledell Wu	3
Luxi He	3
Prateek Mittal	3
Sergey Edunov	3
Peter Henderson	3
Christopher Potts	3
Colin Raffel	3

Commonly Cited References

Action	Title	Year	Authors	# of times referenced
+ PDF Chat	SQuAD: 100,000+ Questions for Machine Comprehension of Text	2016	Pranav Rajpurkar Jian Zhang Konstantin Lopyrev Percy Liang	33
+ PDF Chat	TriviaQA: A Large Scale Distantly Supervised Challenge Dataset for Reading Comprehension	2017	Mandar Joshi Eunsol Choi Daniel S. Weld Luke Zettlemoyer	21
+	RoBERTa: A Robustly Optimized BERT Pretraining Approach	2019	Yinhan Liu Myle Ott Naman Goyal Jingfei Du Mandar Joshi Danqi Chen Omer Levy Mike Lewis Luke Zettlemoyer Veselin Stoyanov	21
+	A Broad-Coverage Challenge Corpus for Sentence Understanding through Inference	2018	Adina Williams Nikita Nangia Samuel Bowman	18
+	BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding	2018	Jacob Devlin Ming‐Wei Chang Kenton Lee Kristina Toutanova	17
+	Latent Retrieval for Weakly Supervised Open Domain Question Answering	2019	Kenton Lee Ming‐Wei Chang Kristina Toutanova	15
+	Dense Passage Retrieval for Open-Domain Question Answering	2020	Vladimir Karpukhin Barlas Oğuz Sewon Min Patrick Lewis Ledell Wu Sergey Edunov Danqi Chen Wen-tau Yih	15
+	Language Models are Few-Shot Learners	2020	T. B. Brown Benjamin F. Mann Nick Ryder Melanie Subbiah Jared Kaplan Prafulla Dhariwal Arvind Neelakantan Pranav Shyam Girish Sastry Amanda Askell	13
+	A large annotated corpus for learning natural language inference	2015	Samuel R. Bowman Gabor Angeli Christopher Potts Christopher D. Manning	12
+	REALM: Retrieval-Augmented Language Model Pre-Training	2020	Kelvin Guu Kenton Lee Zora Tung Panupong Pasupat Ming‐Wei Chang	12
+	Leveraging Passage Retrieval with Generative Models for Open Domain Question Answering	2021	Gautier Izacard Édouard Grave	11
+ PDF Chat	SemEval-2017 Task 1: Semantic Textual Similarity Multilingual and Crosslingual Focused Evaluation	2017	Daniel Cer Mona Diab Eneko Agirre Iñigo López-Gazpio Lucia Specia	10
+ PDF Chat	Real-Time Open-Domain Question Answering with Dense-Sparse Phrase Index	2019	Minjoon Seo Jinhyuk Lee Tom Kwiatkowski Ankur P. Parikh Ali Farhadi Hannaneh Hajishirzi	10
+	Exploring the Limits of Transfer Learning with a Unified Text-to-Text Transformer	2019	Colin Raffel Noam Shazeer Adam Roberts Katherine Lee Sharan Narang Michael Matena Yanqi Zhou Wei Li Peter J. Liu	10
+ PDF Chat	Reading Wikipedia to Answer Open-Domain Questions	2017	Danqi Chen Adam Fisch Jason Weston Antoine Bordes	9
+ PDF Chat	HotpotQA: A Dataset for Diverse, Explainable Multi-hop Question Answering	2018	Zhilin Yang Peng Qi Saizheng Zhang Yoshua Bengio William W. Cohen Ruslan Salakhutdinov Christopher D. Manning	9
+ PDF Chat	SpanBERT: Improving Pre-training by Representing and Predicting Spans	2020	Mandar Joshi Danqi Chen Yinhan Liu Daniel S. Weld Luke Zettlemoyer Omer Levy	8
+	Adam: A Method for Stochastic Optimization	2014	Diederik P. Kingma Jimmy Ba	8
+ PDF Chat	End-to-End Open-Domain Question Answering with	2019	Wei Yang Yuqing Xie Aileen Lin Xingyu Li Luchen Tan Kun Xiong Ming Li Jimmy Lin	8
+ PDF Chat	Neural Network Acceptability Judgments	2019	Alex Warstadt Amanpreet Singh Samuel R. Bowman	8
+	Know What You Don’t Know: Unanswerable Questions for SQuAD	2018	Pranav Rajpurkar Robin Jia Percy Liang	8
+	SearchQA: A New Q&A Dataset Augmented with Context from a Search Engine	2017	Matthew Dunn Levent Sagun Mike Higgins V. Uğur Güney Volkan Cirik Kyunghyun Cho	7
+	GLUE: A Multi-Task Benchmark and Analysis Platform for Natural Language Understanding	2018	Alex Wang Amanpreet Singh Julian Michael Felix Hill Omer Levy Samuel Bowman	7
+	NewsQA: A Machine Comprehension Dataset	2017	Adam Trischler Tong Wang Xingdi Yuan Justin Harris Alessandro Sordoni Philip Bachman Kaheer Suleman	7
+	HuggingFace's Transformers: State-of-the-art Natural Language Processing	2019	Thomas Wolf Lysandre Debut Victor Sanh Julien Chaumond Clément Delangue Anthony Moi Pierric Cistac Tim Rault Rémi Louf Morgan Funtowicz	7
+	Zero-Shot Relation Extraction via Reading Comprehension	2017	Omer Levy Minjoon Seo Eunsol Choi Luke Zettlemoyer	6
+	Deep Contextualized Word Representations	2018	Matthew E. Peters Mark E Neumann Mohit Iyyer Matt Gardner Christopher Clark Kenton Lee Luke Zettlemoyer	6
+	A Discrete Hard EM Approach for Weakly Supervised Question Answering	2019	Sewon Min Danqi Chen Hannaneh Hajishirzi Luke Zettlemoyer	6
+	Efficient Natural Language Response Suggestion for Smart Reply	2017	Matthew Henderson Rami Al‐Rfou Brian Strope Yun-Hsuan Sung Lukács László Ruiqi Guo Sanjiv Kumar Miklós Bálint Ray Kurzweil	6
+	Learning Dense Representations of Phrases at Scale	2021	Jinhyuk Lee Mujeen Sung Jaewoo Kang Danqi Chen	6
+	Knowledge Guided Text Retrieval and Reading for Open Domain Question Answering	2019	Sewon Min Danqi Chen Luke Zettlemoyer Hannaneh Hajishirzi	6
+	Learning Recurrent Span Representations for Extractive Question Answering	2016	Kenton Lee Shimi Salant Tom Kwiatkowski Ankur P. Parikh Dipanjan Das Jonathan Berant	6
+	The Goldilocks Principle: Reading Children's Books with Explicit Memory Representations	2016	Felix Hill Antoine Bordes Sumit Chopra Jason Weston	6
+ PDF Chat	How Can We Know What Language Models Know?	2020	Zhengbao Jiang Frank F. Xu Jun Araki Graham Neubig	6
+	Sentence-BERT: Sentence Embeddings using Siamese BERT-Networks	2019	Nils Reimers Iryna Gurevych	5
+ PDF Chat	KILT: a Benchmark for Knowledge Intensive Language Tasks	2021	Fabio Petroni Aleksandra Piktus Angela Fan Patrick Lewis Majid Yazdani Nicola De Cao James Thorne Yacine Jernite Vladimir Karpukhin Jean Maillard	5
+ PDF Chat	It’s Not Just Size That Matters: Small Language Models Are Also Few-Shot Learners	2021	Timo Schick Hinrich Schütze	5
+	ERNIE: Enhanced Language Representation with Informative Entities	2019	Zhengyan Zhang Xu Han Zhiyuan Liu Xin Jiang Maosong Sun Qun Liu	5
+	MultiQA: An Empirical Investigation of Generalization and Transfer in Reading Comprehension	2019	Alon Talmor Jonathan Berant	5
+	Revealing the Importance of Semantic Retrieval for Machine Reading at Scale	2019	Yixin Nie Songhe Wang Mohit Bansal	5
+	Multi-passage BERT: A Globally Normalized BERT Model for Open-domain Question Answering	2019	Zhiguo Wang Patrick Ng Xiaofei Ma Ramesh Nallapati Bing Xiang	5
+ PDF Chat	Adversarial Examples for Evaluating Reading Comprehension Systems	2017	Robin Jia Percy Liang	5
+	Retrieval-Augmented Generation for Knowledge-Intensive NLP Tasks	2020	Patrick Lewis Ethan Perez Aleksandara Piktus Fabio Petroni Vladimir Karpukhin Naman Goyal Heinrich Küttler Mike Lewis Wen-tau Yih Tim Rocktäschel	5
+	FEVER: a Large-scale Dataset for Fact Extraction and VERification	2018	James Thorne Andreas Vlachos Christos Christodoulopoulos Arpit Mittal	5
+	Contextualized Sparse Representations for Real-Time Open-Domain Question Answering	2020	Jinhyuk Lee Minjoon Seo Hannaneh Hajishirzi Jaewoo Kang	5
+	Approximate Nearest Neighbor Negative Contrastive Learning for Dense Text Retrieval	2020	Lee Xiong Chenyan Xiong Ye Li Kwok-Fung Tang Jialin Liu Paul N. Bennett Junaid Ahmed Arnold Overwijk	5
+	Bidirectional Attention Flow for Machine Comprehension	2016	Min Joon Seo Aniruddha Kembhavi Ali Farhadi Hannaneh Hajishirzi	5
+	Attention is All you Need	2017	Ashish Vaswani Noam Shazeer Niki Parmar Jakob Uszkoreit Llion Jones Aidan N. Gomez Łukasz Kaiser Illia Polosukhin	5
+ PDF Chat	QuAC: Question Answering in Context	2018	Eunsol Choi He He Mohit Iyyer Mark Yatskar Wen-tau Yih Yejin Choi Percy Liang Luke Zettlemoyer	5
+	Decoupled Weight Decay Regularization	2017	Ilya Loshchilov Frank Hutter	5