Patrick Lewis

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All published works

Action	Title	Year	Authors
+ PDF Chat	FLARE: Faithful Logic-Aided Reasoning and Exploration	2024	Erik Arakelyan Pasquale Minervini Pat Verga Patrick Lewis Isabelle Augenstein
+ PDF Chat	ALR$^2$: A Retrieve-then-Reason Framework for Long-context Question Answering	2024	Huayang Li Pat Verga Priyanka Sen Bowen Yang Vijay Viswanathan Patrick Lewis Taro Watanabe Yixuan Su
+ PDF Chat	SnapKV: LLM Knows What You are Looking for Before Generation	2024	Yuhong Li Yingbing Huang Bowen Yang Bharat Venkitesh Acyr Locatelli Hanchen Ye Tianle Cai Patrick Lewis Deming Chen
+ PDF Chat	Task-aware Retrieval with Instructions	2023	Akari Asai Timo Schick Patrick Lewis Xilun Chen Gautier Izacard Sebastian Riedel Hannaneh Hajishirzi Wen-tau Yih
+ PDF Chat	Mini-Model Adaptation: Efficiently Extending Pretrained Models to New Languages via Aligned Shallow Training	2023	Kelly Marchisio Patrick Lewis Yihong Chen Mikel Artetxe
+	Rank-without-GPT: Building GPT-Independent Listwise Rerankers on Open-Source Large Language Models	2023	Xinyu Zhang Sebastian Hofstätter Patrick Lewis Raphael Tang Jimmy Lin
+ PDF Chat	Improving Wikipedia Verifiability with AI	2022	Fabio Petroni Samuel Broscheit Aleksandra Piktus Patrick Lewis Gautier Izacard Lucas Hosseini Jane Dwivedi-Yu María Lomelí Timo Schick Pierre-Emmanuel Mazaré
+ PDF Chat	Domain-matched Pre-training Tasks for Dense Retrieval	2022	Barlas Oğuz Kushal Lakhotia Anchit Gupta Patrick Lewis Vladimir Karpukhin Aleksandra Piktus Xilun Chen Sebastian Riedel Scott Yih Sonal Gupta
+ PDF Chat	Challenges in Generalization in Open Domain Question Answering	2022	Linqing Liu Patrick Lewis Sebastian Riedel Pontus Stenetorp
+	A Few More Examples May Be Worth Billions of Parameters	2022	Yuval Kirstain Patrick Lewis Sebastian Riedel Omer Levy
+	Autoregressive Search Engines: Generating Substrings as Document Identifiers	2022	Michele Bevilacqua Giuseppe Ottaviano Patrick Lewis Wen-tau Yih Sebastian Riedel Fabio Petroni
+	Improving Wikipedia Verifiability with AI	2022	Fabio Petroni Samuel Broscheit Aleksandra Piktus Patrick Lewis Gautier Izacard Lucas Hosseini Jane Dwivedi-Yu María Lomelí Timo Schick Pierre-Emmanuel Mazaré
+	Salient Phrase Aware Dense Retrieval: Can a Dense Retriever Imitate a Sparse One?	2022	Xilun Chen Kushal Lakhotia Barlas Oğuz Anchit Gupta Patrick Lewis Stan Peshterliev Yashar Mehdad Sonal Gupta Wen-tau Yih
+	PEER: A Collaborative Language Model	2022	Timo Schick Jane Dwivedi-Yu Zhengbao Jiang Fabio Petroni Patrick Lewis Gautier Izacard Qingfei You Christoforos Nalmpantis Édouard Grave Sebastian Riedel
+	EditEval: An Instruction-Based Benchmark for Text Improvements	2022	Jane Dwivedi-Yu Timo Schick Zhengbao Jiang María Lomelí Patrick Lewis Gautier Izacard Édouard Grave Sebastian Riedel Fabio Petroni
+	Atlas: Few-shot Learning with Retrieval Augmented Language Models	2022	Gautier Izacard Patrick Lewis María Lomelí Lucas Hosseini Fabio Petroni Timo Schick Jane Dwivedi-Yu Armand Joulin Sebastian Riedel Édouard Grave
+	Task-aware Retrieval with Instructions	2022	Akari Asai Timo Schick Patrick Lewis Xilun Chen Gautier Izacard Sebastian Riedel Hannaneh Hajishirzi Wen-tau Yih
+	Mini-Model Adaptation: Efficiently Extending Pretrained Models to New Languages via Aligned Shallow Training	2022	Kelly Marchisio Patrick Lewis Yihong Chen Mikel Artetxe
+	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
+	PAQ: 65 Million Probably-Asked Questions and What You Can Do With Them	2021	Patrick Lewis Yuxiang Wu Linqing Liu Pasquale Minervini Heinrich Küttler Aleksandra Piktus Pontus Stenetorp Sebastian Riedel
+	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
+	Question and Answer Test-Train Overlap in Open-Domain Question Answering Datasets	2021	Patrick Lewis Pontus Stenetorp Sebastian Riedel
+ 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
+	Salient Phrase Aware Dense Retrieval: Can a Dense Retriever Imitate a Sparse One?	2021	Xilun Chen Kushal Lakhotia Barlas Oğuz Anchit Gupta Patrick Lewis Stan Peshterliev Yashar Mehdad Sonal Gupta Wen-tau Yih
+	The Web Is Your Oyster - Knowledge-Intensive NLP against a Very Large Web Corpus	2021	Aleksandra Piktus Fabio Petroni Vladimir Karpukhin Dmytro Okhonko Samuel Broscheit Gautier Izacard Patrick Lewis Barlas Oğuz Édouard Grave Wen-tau Yih
+	Boosted Dense Retriever	2021	Patrick Lewis Barlas Oğuz Wenhan Xiong Fabio Petroni Wen-tau Yih Sebastian Riedel
+	PAQ: 65 Million Probably-Asked Questions and What You Can Do With Them	2021	Patrick Lewis Yuxiang Wu Linqing Liu Pasquale Minervini Heinrich Küttler Aleksandra Piktus Pontus Stenetorp Sebastian Riedel
+	Domain-matched Pre-training Tasks for Dense Retrieval	2021	Barlas Oğuz Kushal Lakhotia Anchit Gupta Patrick Lewis Vladimir Karpukhin Aleksandra Piktus Xilun Chen Sebastian Riedel Wen-tau Yih Sonal Gupta
+	Challenges in Generalization in Open Domain Question Answering	2021	Linqing Liu Patrick Lewis Sebastian Riedel Pontus Stenetorp
+	A Few More Examples May Be Worth Billions of Parameters	2021	Yuval Kirstain Patrick Lewis Sebastian Riedel Omer Levy
+	KILT: a Benchmark for Knowledge Intensive Language Tasks	2020	Fabio Petroni Aleksandra Piktus Angela Fan Patrick Lewis Majid Yazdani Nicola De Cao James Thorne Yacine Jernite Vassilis Plachouras Tim Rocktäschel
+	Question and Answer Test-Train Overlap in Open-Domain Question Answering Datasets	2020	Patrick Lewis Pontus Stenetorp Sebastian Riedel
+	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
+	Unsupervised Question Decomposition for Question Answering	2020	Ethan Perez Patrick Lewis Wen-tau Yih Kyunghyun Cho Douwe Kiela
+	How Context Affects Language Models' Factual Predictions	2020	Fabio Petroni Patrick Lewis Aleksandra Piktus Tim Rocktäschel Yuxiang Wu Alexander Miller Sebastian Riedel
+	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
+	MLQA: Evaluating Cross-lingual Extractive Question Answering	2020	Patrick Lewis Barlas Oğuz Ruty Rinott Sebastian Riedel Holger Schwenk
+	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
+	Unsupervised Question Decomposition for Question Answering	2020	Ethan Perez Patrick Lewis Wen-tau Yih Kyunghyun Cho Douwe Kiela
+	Answering Complex Open-Domain Questions with Multi-Hop Dense Retrieval	2020	Wenhan Xiong Xiang Li Srini Iyer Jingfei Du Patrick Lewis William Yang Wang Yashar Mehdad Scott Yih Sebastian Riedel Douwe Kiela
+	KILT: a Benchmark for Knowledge Intensive Language Tasks	2020	Fabio Petroni Aleksandra Piktus Angela Fan Patrick Lewis Majid Yazdani Nicola De Cao James H. Thorne Yacine Jernite Vladimir Karpukhin Jean Maillard
+	Question and Answer Test-Train Overlap in Open-Domain Question Answering Datasets	2020	Patrick Lewis Pontus Stenetorp Sebastian Riedel
+	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
+	Unsupervised Question Decomposition for Question Answering	2020	Ethan Perez Patrick Lewis Wen-tau Yih Kyunghyun Cho Douwe Kiela
+	MLQA: Evaluating Cross-lingual Extractive Question Answering	2019	Patrick Lewis Barlas Oğuz Ruty Rinott Sebastian Riedel Holger Schwenk
+	Language Models as Knowledge Bases	2019	Fabio Petroni Tim Rocktäschel Patrick Lewis Anton Bakhtin Yuxiang Wu Alexander Miller Sebastian Riedel
+	Unsupervised Question Answering by Cloze Translation	2019	Patrick Lewis Ludovic Denoyer Sebastian Riedel
+	Language Models as Knowledge Bases?	2019	Fabio Petroni Tim Rocktäschel Sebastian Riedel Patrick Lewis Anton Bakhtin Yuxiang Wu Alexander Miller
+	MLQA: Evaluating Cross-lingual Extractive Question Answering	2019	Patrick Lewis Barlas Oğuz Ruty Rinott Sebastian Riedel Holger Schwenk
+	Language Models as Knowledge Bases?	2019	Fabio Petroni Tim Rocktäschel Patrick Lewis Anton Bakhtin Yuxiang Wu Alexander Miller Sebastian Riedel
+	Interpretation of Natural Language Rules in Conversational Machine Reading	2018	Marzieh Saeidi Max Bartolo Patrick Lewis Sameer Singh Tim Rocktäschel Mike Sheldon Guillaume Bouchard Sebastian Riedel
+ PDF Chat	Interpretation of Natural Language Rules in Conversational Machine Reading	2018	Marzieh Saeidi Max Bartolo Patrick Lewis Sameer Singh Tim Rocktäschel Mike Sheldon Guillaume Bouchard Sebastian Riedel
+	Interpretation of Natural Language Rules in Conversational Machine Reading	2018	Marzieh Saeidi Max Bartolo Patrick Lewis Sameer Singh Tim Rocktäschel Mike Sheldon Guillaume Bouchard Sebastian Riedel

Common Coauthors

Coauthor	Papers Together
Sebastian Riedel	37
Fabio Petroni	18
Wen-tau Yih	17
Barlas Oğuz	15
Vladimir Karpukhin	11
Aleksandra Piktus	11
Tim Rocktäschel	11
Gautier Izacard	10
Pontus Stenetorp	9
Édouard Grave	8
Xilun Chen	8
Yashar Mehdad	7
Timo Schick	7
Linqing Liu	6
Yuxiang Wu	6
Douwe Kiela	5
Sewon Min	5
Pasquale Minervini	5
Danqi Chen	5
Sonal Gupta	5
Nicola De Cao	5
Heinrich Küttler	5
Kushal Lakhotia	4
Alexander Miller	4
Hannaneh Hajishirzi	4
Ethan Perez	4
Anchit Gupta	4
Stan Peshterliev	4
María Lomelí	4
Dmytro Okhonko	3
Vassilis Plachouras	3
Max Bartolo	3
Lucas Hosseini	3
Armand Joulin	3
Ledell Wu	3
Guillaume Bouchard	3
Sergey Edunov	3
Yacine Jernite	3
Holger Schwenk	3
Ruty Rinott	3
Anton Bakhtin	3
Samuel Broscheit	3
Sameer Singh	3
Majid Yazdani	3
Jennimaria Palomaki	2
Pengcheng He	2
Ryo Takahashi	2
Yuval Kirstain	2
Weizhu Chen	2
Zhengbao Jiang	2

Commonly Cited References

Action	Title	Year	Authors	# of times referenced
+ PDF Chat	TriviaQA: A Large Scale Distantly Supervised Challenge Dataset for Reading Comprehension	2017	Mandar Joshi Eunsol Choi Daniel S. Weld Luke Zettlemoyer	17
+ PDF Chat	SQuAD: 100,000+ Questions for Machine Comprehension of Text	2016	Pranav Rajpurkar Jian Zhang Konstantin Lopyrev Percy Liang	17
+	Latent Retrieval for Weakly Supervised Open Domain Question Answering	2019	Kenton Lee Ming‐Wei Chang Kristina Toutanova	14
+	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	13
+	How Much Knowledge Can You Pack Into the Parameters of a Language Model?	2020	Adam P. Roberts Colin Raffel Noam Shazeer	11
+	REALM: Retrieval-Augmented Language Model Pre-Training	2020	Kelvin Guu Kenton Lee Zora Tung Panupong Pasupat Ming‐Wei Chang	10
+	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	10
+ PDF Chat	Reading Wikipedia to Answer Open-Domain Questions	2017	Danqi Chen Adam Fisch Jason Weston Antoine Bordes	9
+	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	8
+	Leveraging Passage Retrieval with Generative Models for Open Domain Question Answering	2020	Gautier Izacard Édouard Grave	7
+ 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	7
+	BART: Denoising Sequence-to-Sequence Pre-training for Natural Language Generation, Translation, and Comprehension	2020	Mike Lewis Yinhan Liu Naman Goyal Marjan Ghazvininejad Abdelrahman Mohamed Omer Levy Veselin Stoyanov Luke Zettlemoyer	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	6
+	Question and Answer Test-Train Overlap in Open-Domain Question Answering Datasets	2021	Patrick Lewis Pontus Stenetorp Sebastian Riedel	6
+	BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding	2018	Jacob Devlin Ming‐Wei Chang Kenton Lee Kristina Toutanova	6
+ PDF Chat	How Much Reading Does Reading Comprehension Require? A Critical Investigation of Popular Benchmarks	2018	Divyansh Kaushik Zachary C. Lipton	6
+	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	6
+	FEVER: a Large-scale Dataset for Fact Extraction and VERification	2018	James Thorne Andreas Vlachos Christos Christodoulopoulos Arpit Mittal	6
+	BART: Denoising Sequence-to-Sequence Pre-training for Natural Language Generation, Translation, and Comprehension.	2019	Mike Lewis Yinhan Liu Naman Goyal Marjan Ghazvininejad Abdelrahman Mohamed Omer Levy Ves Stoyanov Luke Zettlemoyer	6
+	A Discrete Hard EM Approach for Weakly Supervised Question Answering	2019	Sewon Min Danqi Chen Hannaneh Hajishirzi Luke Zettlemoyer	5
+	Zero-shot Entity Linking with Dense Entity Retrieval.	2019	Ledell Wu Fabio Petroni Martin Josifoski Sebastian Riedel Luke Zettlemoyer	5
+	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	5
+ PDF Chat	Adversarial Examples for Evaluating Reading Comprehension Systems	2017	Robin Jia Percy Liang	5
+	The Web as a Knowledge-Base for Answering Complex Questions	2018	Alon Talmor Jonathan Berant	5
+	Knowledge Guided Text Retrieval and Reading for Open Domain Question Answering	2019	Sewon Min Danqi Chen Luke Zettlemoyer Hannaneh Hajishirzi	5
+ PDF Chat	CoQA: A Conversational Question Answering Challenge	2019	Siva Reddy Danqi Chen Christopher D. Manning	5
+	Zero-Shot Relation Extraction via Reading Comprehension	2017	Omer Levy Minjoon Seo Eunsol Choi Luke Zettlemoyer	5
+ PDF Chat	What Makes Reading Comprehension Questions Easier?	2018	Saku Sugawara Kentaro Inui Satoshi Sekine Akiko Aizawa	5
+	Unsupervised Question Answering by Cloze Translation	2019	Patrick Lewis Ludovic Denoyer Sebastian Riedel	5
+	Synthetic QA Corpora Generation with Roundtrip Consistency	2019	Chris Alberti Daniel Andor Emily Pitler Jacob Devlin Michael Collins	5
+ 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	5
+ 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	5
+	Cross-lingual Language Model Pretraining	2019	Guillaume Lample Alexis Conneau	5
+	Exploring the Limits of Transfer Learning with a Unified Text-to-Text Transformer	2019	Colin Raffel Noam Shazeer Adam P. Roberts Katherine Lee Sharan Narang Michael Matena Yanqi Zhou Wei Li Peter J. Liu	4
+	Revealing the Importance of Semantic Retrieval for Machine Reading at Scale	2019	Yixin Nie Songhe Wang Mohit Bansal	4
+ PDF Chat	PAQ: 65 Million Probably-Asked Questions and What You Can Do With Them	2021	Patrick A. Lewis Yuxiang Wu Linqing Liu Pasquale Minervini Heinrich Küttler Aleksandra Piktus Pontus Stenetorp Sebastian Riedel	4
+ PDF Chat	fairseq: A Fast, Extensible Toolkit for Sequence Modeling	2019	Myle Ott Sergey Edunov Alexei Baevski Angela Fan Sam Gross Nathan Ng David Grangier Michael Auli	4
+ PDF Chat	Aligning Books and Movies: Towards Story-Like Visual Explanations by Watching Movies and Reading Books	2015	Yukun Zhu Ryan Kiros Rich Zemel Ruslan Salakhutdinov Raquel Urtasun Antonio Torralba Sanja Fidler	4
+	Attention is All you Need	2017	Ashish Vaswani Noam Shazeer Niki Parmar Jakob Uszkoreit Llion Jones Aidan N. Gomez Łukasz Kaiser Illia Polosukhin	4
+	Know What You Don’t Know: Unanswerable Questions for SQuAD	2018	Pranav Rajpurkar Robin Jia Percy Liang	4
+	PAQ: 65 Million Probably-Asked Questions and What You Can Do With Them	2021	Patrick Lewis Yuxiang Wu Linqing Liu Pasquale Minervini Heinrich Küttler Aleksandra Piktus Pontus Stenetorp Sebastian Riedel	4
+ PDF Chat	Simple and Effective Multi-Paragraph Reading Comprehension	2018	Christopher Clark Matt Gardner	4
+	MS MARCO: A Human Generated MAchine Reading COmprehension Dataset	2016	Payal Bajaj Daniel Campos Nick Craswell Li Deng Jianfeng Gao Xiaodong Liu Rangan Majumder Andrew McNamara Bhaskar Mitra Tri Gia Nguyen	4
+ PDF Chat	Margin-based Parallel Corpus Mining with Multilingual Sentence Embeddings	2019	Mikel Artetxe Holger Schwenk	4
+	Teaching Machines to Read and Comprehend	2015	Karl Moritz Hermann Tomáš Kočiský Edward Grefenstette Lasse Espeholt Will Kay Mustafa Suleyman Phil Blunsom	4
+	ELI5: Long Form Question Answering	2019	Angela Fan Yacine Jernite Ethan Perez David Grangier Jason Weston Michael Auli	4
+	Deep Contextualized Word Representations	2018	Matthew E. Peters Mark E Neumann Mohit Iyyer Matt Gardner Christopher Clark Kenton Lee Luke Zettlemoyer	4
+	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	4
+	Multi-Task Retrieval for Knowledge-Intensive Tasks	2021	Jean Maillard Vladimir Karpukhin Fabio Petroni Wen-tau Yih Barlas Oğuz Veselin Stoyanov Gargi Ghosh	4
+	Language Models as Knowledge Bases?	2019	Fabio Petroni Tim Rocktäschel Sebastian Riedel Patrick Lewis Anton Bakhtin Yuxiang Wu Alexander Miller	3