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Patrick Lewis

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Rank-without-GPT: Building GPT-Independent Listwise Rerankers on Open-Source Large Language Models

Dec 05, 2023
Xinyu Zhang, Sebastian Hofstätter, Patrick Lewis, Raphael Tang, Jimmy Lin

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Goodtriever: Adaptive Toxicity Mitigation with Retrieval-augmented Models

Oct 11, 2023
Luiza Pozzobon, Beyza Ermis, Patrick Lewis, Sara Hooker

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On the Challenges of Using Black-Box APIs for Toxicity Evaluation in Research

Apr 24, 2023
Luiza Pozzobon, Beyza Ermis, Patrick Lewis, Sara Hooker

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Mini-Model Adaptation: Efficiently Extending Pretrained Models to New Languages via Aligned Shallow Training

Dec 20, 2022
Kelly Marchisio, Patrick Lewis, Yihong Chen, Mikel Artetxe

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Task-aware Retrieval with Instructions

Nov 16, 2022
Akari Asai, Timo Schick, Patrick Lewis, Xilun Chen, Gautier Izacard, Sebastian Riedel, Hannaneh Hajishirzi, Wen-tau Yih

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EditEval: An Instruction-Based Benchmark for Text Improvements

Sep 27, 2022
Jane Dwivedi-Yu, Timo Schick, Zhengbao Jiang, Maria Lomeli, Patrick Lewis, Gautier Izacard, Edouard Grave, Sebastian Riedel, Fabio Petroni

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PEER: A Collaborative Language Model

Aug 24, 2022
Timo Schick, Jane Dwivedi-Yu, Zhengbao Jiang, Fabio Petroni, Patrick Lewis, Gautier Izacard, Qingfei You, Christoforos Nalmpantis, Edouard Grave, Sebastian Riedel

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Few-shot Learning with Retrieval Augmented Language Models

Aug 08, 2022
Gautier Izacard, Patrick Lewis, Maria Lomeli, Lucas Hosseini, Fabio Petroni, Timo Schick, Jane Dwivedi-Yu, Armand Joulin, Sebastian Riedel, Edouard Grave

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Improving Wikipedia Verifiability with AI

Jul 08, 2022
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

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Autoregressive Search Engines: Generating Substrings as Document Identifiers

Apr 22, 2022
Michele Bevilacqua, Giuseppe Ottaviano, Patrick Lewis, Wen-tau Yih, Sebastian Riedel, Fabio Petroni

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