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Nonparametric Masked Language Modeling


Dec 02, 2022
Sewon Min, Weijia Shi, Mike Lewis, Xilun Chen, Wen-tau Yih, Hannaneh Hajishirzi, Luke Zettlemoyer

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* 23 pages; 8 figures. Code available at https://github.com/facebookresearch/NPM 

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Coder Reviewer Reranking for Code Generation


Nov 29, 2022
Tianyi Zhang, Tao Yu, Tatsunori B. Hashimoto, Mike Lewis, Wen-tau Yih, Daniel Fried, Sida I. Wang

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Retrieval-Augmented Multimodal Language Modeling


Nov 22, 2022
Michihiro Yasunaga, Armen Aghajanyan, Weijia Shi, Rich James, Jure Leskovec, Percy Liang, Mike Lewis, Luke Zettlemoyer, Wen-tau Yih

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CITADEL: Conditional Token Interaction via Dynamic Lexical Routing for Efficient and Effective Multi-Vector Retrieval


Nov 18, 2022
Minghan Li, Sheng-Chieh Lin, Barlas Oguz, Asish Ghoshal, Jimmy Lin, Yashar Mehdad, Wen-tau Yih, Xilun Chen

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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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RoMQA: A Benchmark for Robust, Multi-evidence, Multi-answer Question Answering


Oct 25, 2022
Victor Zhong, Weijia Shi, Wen-tau Yih, Luke Zettlemoyer

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Adapting Pretrained Text-to-Text Models for Long Text Sequences


Sep 21, 2022
Wenhan Xiong, Anchit Gupta, Shubham Toshniwal, Yashar Mehdad, Wen-tau Yih

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Structured Prompt Tuning


May 24, 2022
Chi-Liang Liu, Hung-yi Lee, Wen-tau Yih

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On Continual Model Refinement in Out-of-Distribution Data Streams


May 04, 2022
Bill Yuchen Lin, Sida Wang, Xi Victoria Lin, Robin Jia, Lin Xiao, Xiang Ren, Wen-tau Yih

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* Accepted to ACL 2022; Project website: https://cmr-nlp.github.io/ 

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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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* 9 pages 

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