Patrick Lewis
2011–2026 年に発表
- 39
- 論文数
- 22,770
- 被引用数
- 25
- h 指数
- 34
- i10 指数
被引用数
引用元
国・地域
機関
分野
- Computer Science82.2%
- Social Sciences3.8%
- Medicine2.8%
- Engineering2.1%
- Biochemistry, Genetics and Molecular Biology1.9%
- Decision Sciences1.9%
- その他5.3%
トピック
- Topic Modeling21%
- Natural Language Processing Techniques13.5%
- Multimodal Machine Learning Applications6.7%
- Advanced Graph Neural Networks2.1%
- Domain Adaptation and Few-Shot Learning1.9%
- Semantic Web and Ontologies1.9%
- その他52.9%
共著者
- Sebastian Riedel24
- Fabio Petroni15
- Aleksandra Piktus9
- Gautier Izacard8
- Edouard Grave7
- Barlas Oguz6
- Tim Rocktäschel6
- Timo Schick6
- Vladimir Karpukhin5
- Wen-tau Yih5
- Jane Dwivedi-Yu4
- Lucas Hosseini4
- Maria Lomeli4
- Pontus Stenetorp4
- Scott Yih4
- Yuxiang Wu4
- Armand Joulin3
- Beyza Ermis3
- Douwe Kiela3
- Hannaneh Hajishirzi3
- Heinrich Küttler3
- Linqing Liu3
- Luiza Pozzobon3
- Nicola De Cao3
全論文
- Retrieval-Augmented Generation for Knowledge-Intensive NLP Tasks
著者: Patrick Lewis, Ethan Perez, Aleksandara Piktus, Fabio Petroni, Vladimir Karpukhin, Naman Goyal, Heinrich Küttler, Mike Lewis, Wen-tau Yih, Tim Rocktäschel, Sebastian Riedel, Douwe Kiela - NeurIPS 2020 被引用: 16,551
- Language Models as Knowledge Bases?
著者: Fabio Petroni, Tim Rocktäschel, Sebastian Riedel, Patrick Lewis, Anton Bakhtin, Yuxiang Wu, Alexander H. Miller - Conference on Empirical Methods in Natural Language Processing and the 9th International Joint Conference on Natural Language Processing (EMNLP-IJCNLP), EMNLP/IJCNLP (1) 2019 被引用: 1,943
- Atlas: Few-shot Learning with Retrieval Augmented Language Models
著者: Gautier Izacard, Patrick Lewis, Maria Lomeli, Lucas Hosseini, Fabio Petroni, Timo Schick, Jane Dwivedi-Yu, Armand Joulin, Sebastian Riedel, Edouard Grave - J. Mach. Learn. Res. 2023 被引用: 504
- Dense Passage Retrieval for Open-Domain Question Answering
著者: Vladimir Karpukhin, Barlas Oguz, Sewon Min, Patrick Lewis, Ledell Wu, Sergey Edunov, Danqi Chen, Wen-tau Yih - Conference on Empirical Methods in Natural Language Processing (EMNLP), EMNLP (1) 2020 被引用: 428
- SnapKV: LLM Knows What You are Looking for Before Generation
著者: Yuhong Li, Yingbing Huang, Bowen Yang, Bharat Venkitesh, Acyr Locatelli, Hanchen Ye, Tianle Cai, Patrick Lewis, Deming Chen - Advances in Neural Information Processing Systems 37, NeurIPS 2024 被引用: 779
- Replacing Judges with Juries: Evaluating LLM Generations with a Panel of Diverse Models
著者: Pat Verga, Sebastian Hofstätter, Sophia Althammer, Yixuan Su, Aleksandra Piktus, Arkady Arkhangorodsky, Minjie Xu, Naomi White, Patrick Lewis - arXiv (Cornell University), CoRR 2024 被引用: 218
- KILT: a Benchmark for Knowledge Intensive Language Tasks
著者: Fabio Petroni, Aleksandra Piktus, Angela Fan, Patrick Lewis, Majid Yazdani, Nicola De Cao, James Thorne, Yacine Jernite, Vassilis Plachouras, Tim Rocktäschel, Sebastian Riedel - CoRR 2020 被引用: 135
- MLQA: Evaluating Cross-lingual Extractive Question Answering
著者: Patrick Lewis, Barlas Oguz, Ruty Rinott, Sebastian Riedel, Holger Schwenk - Meeting of the Association for Computational Linguistics, ACL 2020 被引用: 160
- KILT: a Benchmark for Knowledge Intensive Language Tasks
著者: 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 - Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, NAACL-HLT 2021 被引用: 101
- Task-aware Retrieval with Instructions
著者: Akari Asai, Timo Schick, Patrick Lewis, Xilun Chen, Gautier Izacard, Sebastian Riedel, Hannaneh Hajishirzi, Wen-tau Yih - Findings of the Association for Computational Linguistics: ACL 2023, ACL (Findings) 2023 被引用: 74
- PEER: A Collaborative Language Model
著者: Timo Schick, Jane A. Yu, Zhengbao Jiang, Fabio Petroni, Patrick Lewis, Gautier Izacard, Qingfei You, Christoforos Nalmpantis, Edouard Grave, Sebastian Riedel - ICLR 2023 被引用: 106
- Pretrained Language Models for Biomedical and Clinical Tasks: Understanding and Extending the State-of-the-Art
著者: Patrick Lewis, Myle Ott, Jingfei Du, Veselin Stoyanov - Clinical Natural Language Processing Workshop, ClinicalNLP@EMNLP 2020 被引用: 174
- Autoregressive Search Engines: Generating Substrings as Document Identifiers
著者: Michele Bevilacqua, Giuseppe Ottaviano, Patrick Lewis, Scott Yih, Sebastian Riedel, Fabio Petroni - Advances in Neural Information Processing Systems 35, NeurIPS 2022 被引用: 222
- How Context Affects Language Models' Factual Predictions
著者: Fabio Petroni, Patrick Lewis, Aleksandra Piktus, Tim Rocktäschel, Yuxiang Wu, Alexander H. Miller, Sebastian Riedel - AKBC 2020 被引用: 108
- Answering Complex Open-Domain Questions with Multi-Hop Dense Retrieval
著者: Wenhan Xiong, Xiang Lorraine Li, Srini Iyer, Jingfei Du, Patrick Lewis, William Yang Wang, Yashar Mehdad, Scott Yih, Sebastian Riedel, Douwe Kiela, Barlas Oguz - ICLR 2021 被引用: 249
- The Web Is Your Oyster - Knowledge-Intensive NLP against a Very Large Web Corpus
著者: Aleksandra Piktus, Fabio Petroni, Vladimir Karpukhin, Dmytro Okhonko, Samuel Broscheit, Gautier Izacard, Patrick Lewis, Barlas Oguz, Edouard Grave, Wen-tau Yih, Sebastian Riedel - arXiv (Cornell University), CoRR 2021 被引用: 55
- Rank-Without-GPT: Building GPT-Independent Listwise Rerankers on Open-Source Large Language Models
著者: Crystina Zhang, Sebastian Hofstätter, Patrick Lewis, Raphael Tang, Jimmy Lin - Lecture notes in computer science, ECIR (2) 2025 被引用: 26
- ALR2: A Retrieve-then-Reason Framework for Long-context Question Answering
著者: Huayang Li, Pat Verga, Priyanka Sen, Bowen Yang, Vijay Viswanathan, Patrick Lewis, Taro Watanabe, Yixuan Su - arXiv (Cornell University), CoRR 2024 被引用: 25
- Unsupervised Question Answering by Cloze Translation
著者: Patrick Lewis, Ludovic Denoyer, Sebastian Riedel - Meeting of the Association for Computational Linguistics, ACL (1) 2019 被引用: 136
- Unsupervised Question Decomposition for Question Answering
著者: Ethan Perez, Patrick Lewis, Wen-tau Yih, Kyunghyun Cho, Douwe Kiela - Conference on Empirical Methods in Natural Language Processing (EMNLP), EMNLP (1) 2020 被引用: 49
- Interpretation of Natural Language Rules in Conversational Machine Reading
著者: Marzieh Saeidi, Max Bartolo, Patrick Lewis, Sameer Singh, Tim Rocktäschel, Mike Sheldon, Guillaume Bouchard, Sebastian Riedel - Conference on Empirical Methods in Natural Language Processing, EMNLP 2018 被引用: 149
- PAQ: 65 Million Probably-Asked Questions and What You Can Do With Them
著者: Patrick Lewis, Yuxiang Wu, Linqing Liu, Pasquale Minervini, Heinrich Küttler, Aleksandra Piktus, Pontus Stenetorp, Sebastian Riedel - Transactions of the Association for Computational Linguistics, Trans. Assoc. Comput. Linguistics 2021 被引用: 55
- On the Challenges of Using Black-Box APIs for Toxicity Evaluation in Research
著者: Luiza Pozzobon, Beyza Ermis, Patrick Lewis, Sara Hooker - Conference on Empirical Methods in Natural Language Processing, EMNLP 2023 被引用: 22
- Question and Answer Test-Train Overlap in Open-Domain Question Answering Datasets
著者: Patrick Lewis, Pontus Stenetorp, Sebastian Riedel - Conference of the European Chapter of the Association for Computational Linguistics: Main Volume, EACL 2021 被引用: 51
