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Recent language modeling performance has been greatly improved by the use of external memory.
Nuanced metrics for measuring unintended bias with real data for text classification
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Nearest neighbor machine translation
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A computational approach to politeness with application to social factors
Cristian Danescu-Niculescu-Mizil, Moritz Sudhof, Dan Jurafsky, Jure Leskovec, and Christopher Potts. 2013 · 2013
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Unbounded cache model for online language modeling with open vocabulary
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Capturing structural locality in non-parametric language models
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FUDGE: Controlled text generation with future discriminators
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Adaptive semiparametric language models
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Neuro-symbolic language modeling with automaton-augmented retrieval
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DExperts: Decoding-time controlled text generation with experts and anti-experts
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Fast nearest neighbor machine translation
Yuxian Meng, Xiaoya Li, Xiayu Zheng, Fei Wu, Xiaofei Sun, Tianwei Zhang, and Jiwei Li. 2021 · 2021
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Uri Alon, Frank F. Xu, Junxian He, Sudipta Sengupta, Dan Roth, and Graham Neubig. 2022 · 2022
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Yuhuai Wu, Markus N Rabe, DeLesley Hutchins, and Christian Szegedy. 2022 · 2022
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