Patrick Lewis

48 papers A* 6A 1Journal 27Unranked 13
YearRankTypeTitle / Venue / Authors
2023 J jnl
Atlas: Few-shot Learning with Retrieval Augmented Language Models.
J. Mach. Learn. Res.
Gautier Izacard, Patrick Lewis, Maria Lomeli, Lucas Hosseini, Fabio Petroni, Timo Schick, Jane Dwivedi-Yu, Armand Joulin, Sebastian Riedel, Edouard Grave
2023 J jnl
Improving Wikipedia verifiability with AI.
Nat. Mac. Intell.
Fabio Petroni, Samuel Broscheit, Aleksandra Piktus, Patrick Lewis, Gautier Izacard, Lucas Hosseini, Jane Dwivedi-Yu, Maria Lomeli, Timo Schick, Michele Bevilacqua, Pierre-Emmanuel Mazaré, Armand Joulin, Edouard Grave, Sebastian Riedel
2023 A* conf
PEER: A Collaborative Language Model.
ICLR
Timo Schick, Jane A. Yu, Zhengbao Jiang, Fabio Petroni, Patrick Lewis, Gautier Izacard, Qingfei You, Christoforos Nalmpantis, Edouard Grave, Sebastian Riedel
2023 — conf
Task-aware Retrieval with Instructions.
ACL (Findings)
Akari Asai, Timo Schick, Patrick Lewis, Xilun Chen, Gautier Izacard, Sebastian Riedel, Hannaneh Hajishirzi, Wen-tau Yih
2022 — conf
A Few More Examples May Be Worth Billions of Parameters.
EMNLP (Findings)
Yuval Kirstain, Patrick Lewis, Sebastian Riedel, Omer Levy
2022 A* conf
Autoregressive Search Engines: Generating Substrings as Document Identifiers.
NeurIPS
Michele Bevilacqua, Giuseppe Ottaviano, Patrick Lewis, Scott Yih, Sebastian Riedel, Fabio Petroni
2022 J jnl
Autoregressive Search Engines: Generating Substrings as Document Identifiers.
CoRR
Michele Bevilacqua, Giuseppe Ottaviano, Patrick Lewis, Wen-tau Yih, Sebastian Riedel, Fabio Petroni
2022 — conf
Boosted Dense Retriever.
NAACL-HLT
Patrick Lewis, Barlas Oguz, Wenhan Xiong, Fabio Petroni, Scott Yih, Sebastian Riedel
2022 — conf
Challenges in Generalization in Open Domain Question Answering.
NAACL-HLT (Findings)
Linqing Liu, Patrick Lewis, Sebastian Riedel, Pontus Stenetorp
2022 — conf
Domain-matched Pre-training Tasks for Dense Retrieval.
NAACL-HLT (Findings)
Barlas Oguz, Kushal Lakhotia, Anchit Gupta, Patrick Lewis, Vladimir Karpukhin, Aleksandra Piktus, Xilun Chen, Sebastian Riedel, Scott Yih, Sonal Gupta, Yashar Mehdad
2022 J jnl
EditEval: An Instruction-Based Benchmark for Text Improvements.
CoRR
Jane Dwivedi-Yu, Timo Schick, Zhengbao Jiang, Maria Lomeli, Patrick Lewis, Gautier Izacard, Edouard Grave, Sebastian Riedel, Fabio Petroni
2022 J jnl
Few-shot Learning with Retrieval Augmented Language Models.
CoRR
Gautier Izacard, Patrick Lewis, Maria Lomeli, Lucas Hosseini, Fabio Petroni, Timo Schick, Jane Dwivedi-Yu, Armand Joulin, Sebastian Riedel, Edouard Grave
2022 J jnl
Improving Wikipedia Verifiability with AI.
CoRR
Fabio Petroni, Samuel Broscheit, Aleksandra Piktus, Patrick Lewis, Gautier Izacard, Lucas Hosseini, Jane Dwivedi-Yu, Maria Lomeli, Timo Schick, Pierre-Emmanuel Mazaré, Armand Joulin, Edouard Grave, Sebastian Riedel
2022 J jnl
PEER: A Collaborative Language Model.
CoRR
Timo Schick, Jane Dwivedi-Yu, Zhengbao Jiang, Fabio Petroni, Patrick Lewis, Gautier Izacard, Qingfei You, Christoforos Nalmpantis, Edouard Grave, Sebastian Riedel
2022 J jnl
Task-aware Retrieval with Instructions.
CoRR
Akari Asai, Timo Schick, Patrick Lewis, Xilun Chen, Gautier Izacard, Sebastian Riedel, Hannaneh Hajishirzi, Wen-tau Yih
2021 J jnl
A Few More Examples May Be Worth Billions of Parameters.
CoRR
Yuval Kirstain, Patrick Lewis, Sebastian Riedel, Omer Levy
2021 A* conf
Answering Complex Open-Domain Questions with Multi-Hop Dense Retrieval.
ICLR
Wenhan Xiong, Xiang Lorraine Li, Srini Iyer, Jingfei Du, Patrick Lewis, William Yang Wang, Yashar Mehdad, Scott Yih, Sebastian Riedel, Douwe Kiela, Barlas Oguz
2021 J jnl
Boosted Dense Retriever.
CoRR
Patrick Lewis, Barlas Oguz, Wenhan Xiong, Fabio Petroni, Wen-tau Yih, Sebastian Riedel
2021 J jnl
Challenges in Generalization in Open Domain Question Answering.
CoRR
Linqing Liu, Patrick Lewis, Sebastian Riedel, Pontus Stenetorp
2021 J jnl
Domain-matched Pre-training Tasks for Dense Retrieval.
CoRR
Barlas Oguz, Kushal Lakhotia, Anchit Gupta, Patrick Lewis, Vladimir Karpukhin, Aleksandra Piktus, Xilun Chen, Sebastian Riedel, Wen-tau Yih, Sonal Gupta, Yashar Mehdad
2021 — conf
KILT: a Benchmark for Knowledge Intensive Language Tasks.
NAACL-HLT
Fabio Petroni, Aleksandra Piktus, Angela Fan, Patrick Lewis, Majid Yazdani, Nicola De Cao, James Thorne, Yacine Jernite, Vladimir Karpukhin, Jean Maillard, Vassilis Plachouras, Tim Rocktäschel, Sebastian Riedel
2021 J jnl
NeurIPS 2020 EfficientQA Competition: Systems, Analyses and Lessons Learned.
CoRR
Sewon Min, Jordan L. Boyd-Graber, Chris Alberti, Danqi Chen, Eunsol Choi, Michael Collins, Kelvin Guu, Hannaneh Hajishirzi, Kenton Lee, Jennimaria Palomaki, Colin Raffel, Adam Roberts, Tom Kwiatkowski, Patrick Lewis, Yuxiang Wu, Heinrich Küttler, Linqing Liu, Pasquale Minervini, Pontus Stenetorp, Sebastian Riedel, Sohee Yang, Minjoon Seo, Gautier Izacard, Fabio Petroni, Lucas Hosseini, Nicola De Cao, Edouard Grave, Ikuya Yamada, Sonse Shimaoka, Masatoshi Suzuki, Shumpei Miyawaki, Shun Sato, Ryo Takahashi, Jun Suzuki, Martin Fajcik, Martin Docekal, Karel Ondrej, Pavel Smrz, Hao Cheng, Yelong Shen, Xiaodong Liu, Pengcheng He, Weizhu Chen, Jianfeng Gao, Barlas Oguz, Xilun Chen, Vladimir Karpukhin, Stan Peshterliev, Dmytro Okhonko, Michael Sejr Schlichtkrull, Sonal Gupta, Yashar Mehdad, Wen-tau Yih
2021 J jnl
PAQ: 65 Million Probably-Asked Questions and What You Can Do With Them.
CoRR
Patrick Lewis, Yuxiang Wu, Linqing Liu, Pasquale Minervini, Heinrich Küttler, Aleksandra Piktus, Pontus Stenetorp, Sebastian Riedel
2021 J jnl
PAQ: 65 Million Probably-Asked Questions and What You Can Do With Them.
Trans. Assoc. Comput. Linguistics
Patrick Lewis, Yuxiang Wu, Linqing Liu, Pasquale Minervini, Heinrich Küttler, Aleksandra Piktus, Pontus Stenetorp, Sebastian Riedel
2021 A conf
Question and Answer Test-Train Overlap in Open-Domain Question Answering Datasets.
EACL
Patrick Lewis, Pontus Stenetorp, Sebastian Riedel
2021 J jnl
Salient Phrase Aware Dense Retrieval: Can a Dense Retriever Imitate a Sparse One?
CoRR
Xilun Chen, Kushal Lakhotia, Barlas Oguz, Anchit Gupta, Patrick Lewis, Stan Peshterliev, Yashar Mehdad, Sonal Gupta, Wen-tau Yih
2021 J jnl
The Web Is Your Oyster - Knowledge-Intensive NLP against a Very Large Web Corpus.
CoRR
Aleksandra Piktus, Fabio Petroni, Vladimir Karpukhin, Dmytro Okhonko, Samuel Broscheit, Gautier Izacard, Patrick Lewis, Barlas Oguz, Edouard Grave, Wen-tau Yih, Sebastian Riedel
2020 J jnl
Answering Complex Open-Domain Questions with Multi-Hop Dense Retrieval.
CoRR
Wenhan Xiong, Xiang Lorraine Li, Srinivasan Iyer, Jingfei Du, Patrick Lewis, William Yang Wang, Yashar Mehdad, Wen-tau Yih, Sebastian Riedel, Douwe Kiela, Barlas Oguz
2020 — conf
Dense Passage Retrieval for Open-Domain Question Answering.
EMNLP (1)
Vladimir Karpukhin, Barlas Oguz, Sewon Min, Patrick Lewis, Ledell Wu, Sergey Edunov, Danqi Chen, Wen-tau Yih
2020 — conf
How Context Affects Language Models' Factual Predictions.
AKBC
Fabio Petroni, Patrick Lewis, Aleksandra Piktus, Tim Rocktäschel, Yuxiang Wu, Alexander H. Miller, Sebastian Riedel
2020 J jnl
How Context Affects Language Models' Factual Predictions.
CoRR
Fabio Petroni, Patrick Lewis, Aleksandra Piktus, Tim Rocktäschel, Yuxiang Wu, Alexander H. Miller, Sebastian Riedel
2020 J jnl
KILT: a Benchmark for Knowledge Intensive Language Tasks.
CoRR
Fabio Petroni, Aleksandra Piktus, Angela Fan, Patrick Lewis, Majid Yazdani, Nicola De Cao, James Thorne, Yacine Jernite, Vassilis Plachouras, Tim Rocktäschel, Sebastian Riedel
2020 A* conf
MLQA: Evaluating Cross-lingual Extractive Question Answering.
ACL
Patrick Lewis, Barlas Oguz, Ruty Rinott, Sebastian Riedel, Holger Schwenk
2020 — conf
NeurIPS 2020 EfficientQA Competition: Systems, Analyses and Lessons Learned.
NeurIPS (Competition and Demos)
Sewon Min, Jordan L. Boyd-Graber, Chris Alberti, Danqi Chen, Eunsol Choi, Michael Collins, Kelvin Guu, Hannaneh Hajishirzi, Kenton Lee, Jennimaria Palomaki, Colin Raffel, Adam Roberts, Tom Kwiatkowski, Patrick Lewis, Yuxiang Wu, Heinrich Küttler, Linqing Liu, Pasquale Minervini, Pontus Stenetorp, Sebastian Riedel, Sohee Yang, Minjoon Seo, Gautier Izacard, Fabio Petroni, Lucas Hosseini, Nicola De Cao, Edouard Grave, Ikuya Yamada, Sonse Shimaoka, Masatoshi Suzuki, Shumpei Miyawaki, Shun Sato, Ryo Takahashi, Jun Suzuki, Martin Fajcik, Martin Docekal, Karel Ondrej, Pavel Smrz, Hao Cheng, Yelong Shen, Xiaodong Liu, Pengcheng He, Weizhu Chen, Jianfeng Gao, Barlas Oguz, Xilun Chen, Vladimir Karpukhin, Stan Peshterliev, Dmytro Okhonko, Michael Sejr Schlichtkrull, Sonal Gupta, Yashar Mehdad, Wen-tau Yih
2020 — conf
Pretrained Language Models for Biomedical and Clinical Tasks: Understanding and Extending the State-of-the-Art.
ClinicalNLP@EMNLP
Patrick Lewis, Myle Ott, Jingfei Du, Veselin Stoyanov
2020 — ed.
Proceedings of the 5th Workshop on Representation Learning for NLP, RepL4NLP@ACL 2020, Online, July 9, 2020
RepL4NLP@ACL
Spandana Gella, Johannes Welbl, Marek Rei, Fabio Petroni, Patrick Lewis, Emma Strubell, Min Joon Seo, Hannaneh Hajishirzi
2020 J jnl
Question and Answer Test-Train Overlap in Open-Domain Question Answering Datasets.
CoRR
Patrick Lewis, Pontus Stenetorp, Sebastian Riedel
2020 A* conf
Retrieval-Augmented Generation for Knowledge-Intensive NLP Tasks.
NeurIPS
Patrick Lewis, Ethan Perez, Aleksandra Piktus, Fabio Petroni, Vladimir Karpukhin, Naman Goyal, Heinrich Küttler, Mike Lewis, Wen-tau Yih, Tim Rocktäschel, Sebastian Riedel, Douwe Kiela
2020 J jnl
Retrieval-Augmented Generation for Knowledge-Intensive NLP Tasks.
CoRR
Patrick Lewis, Ethan Perez, Aleksandra Piktus, Fabio Petroni, Vladimir Karpukhin, Naman Goyal, Heinrich Küttler, Mike Lewis, Wen-tau Yih, Tim Rocktäschel, Sebastian Riedel, Douwe Kiela
2020 — conf
Unsupervised Question Decomposition for Question Answering.
EMNLP (1)
Ethan Perez, Patrick Lewis, Wen-tau Yih, Kyunghyun Cho, Douwe Kiela
2020 J jnl
Unsupervised Question Decomposition for Question Answering.
CoRR
Ethan Perez, Patrick Lewis, Wen-tau Yih, Kyunghyun Cho, Douwe Kiela
2019 — conf
Language Models as Knowledge Bases?
EMNLP/IJCNLP (1)
Fabio Petroni, Tim Rocktäschel, Sebastian Riedel, Patrick Lewis, Anton Bakhtin, Yuxiang Wu, Alexander H. Miller
2019 J jnl
Language Models as Knowledge Bases?
CoRR
Fabio Petroni, Tim Rocktäschel, Patrick Lewis, Anton Bakhtin, Yuxiang Wu, Alexander H. Miller, Sebastian Riedel
2019 J jnl
MLQA: Evaluating Cross-lingual Extractive Question Answering.
CoRR
Patrick Lewis, Barlas Oguz, Ruty Rinott, Sebastian Riedel, Holger Schwenk
2019 — conf
Unsupervised Question Answering by Cloze Translation.
ACL (1)
Patrick Lewis, Ludovic Denoyer, Sebastian Riedel
2019 J jnl
Unsupervised Question Answering by Cloze Translation.
CoRR
Patrick Lewis, Ludovic Denoyer, Sebastian Riedel
2018 A* conf
Interpretation of Natural Language Rules in Conversational Machine Reading.
EMNLP
Marzieh Saeidi, Max Bartolo, Patrick Lewis, Sameer Singh, Tim Rocktäschel, Mike Sheldon, Guillaume Bouchard, Sebastian Riedel
2018 J jnl
Interpretation of Natural Language Rules in Conversational Machine Reading.
CoRR
Marzieh Saeidi, Max Bartolo, Patrick Lewis, Sameer Singh, Tim Rocktäschel, Mike Sheldon, Guillaume Bouchard, Sebastian Riedel