Kevin Leyton‐Brown
3 papers in the PaperMetrix corpus
Papers by this author
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Exemplar Guided Active Learning.
2020 · Research Explorer (The University of Manchester)
We consider the problem of wisely using a limited budget to label a small subset of a large unlabeled dataset. For example, consider the NLP problem of word sense disambiguation. For any word, we have …
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Parallel Context Windows for Large Language Models
2023
Nir Ratner, Yoav Levine, Yonatan Belinkov, Ori Ram, Inbal Magar, Omri Abend, Ehud Karpas, Amnon Shashua, Kevin Leyton-Brown, Yoav Shoham. Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (Volume 1: Long …
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In-Context Retrieval-Augmented Language Models
2023 · Transactions of the Association for Computational Linguistics
Abstract Retrieval-Augmented Language Modeling (RALM) methods, which condition a language model (LM) on relevant documents from a grounding corpus during generation, were shown to significantly improve language modeling performance. In addition, they can mitigate the …