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Michael Collins

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A Chain-of-Thought Is as Strong as Its Weakest Link: A Benchmark for Verifiers of Reasoning Chains

Feb 02, 2024
Alon Jacovi, Yonatan Bitton, Bernd Bohnet, Jonathan Herzig, Or Honovich, Michael Tseng, Michael Collins, Roee Aharoni, Mor Geva

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Controlled Decoding from Language Models

Oct 25, 2023
Sidharth Mudgal, Jong Lee, Harish Ganapathy, YaGuang Li, Tao Wang, Yanping Huang, Zhifeng Chen, Heng-Tze Cheng, Michael Collins, Trevor Strohman, Jilin Chen, Alex Beutel, Ahmad Beirami

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Learning to Reject with a Fixed Predictor: Application to Decontextualization

Jan 31, 2023
Christopher Mohri, Daniel Andor, Eunsol Choi, Michael Collins

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Attributed Question Answering: Evaluation and Modeling for Attributed Large Language Models

Dec 15, 2022
Bernd Bohnet, Vinh Q. Tran, Pat Verga, Roee Aharoni, Daniel Andor, Livio Baldini Soares, Jacob Eisenstein, Kuzman Ganchev, Jonathan Herzig, Kai Hui, Tom Kwiatkowski, Ji Ma, Jianmo Ni, Tal Schuster, William W. Cohen, Michael Collins, Dipanjan Das, Donald Metzler, Slav Petrov, Kellie Webster

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Coreference Resolution through a seq2seq Transition-Based System

Nov 22, 2022
Bernd Bohnet, Chris Alberti, Michael Collins

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Towards Computationally Verifiable Semantic Grounding for Language Models

Nov 16, 2022
Chris Alberti, Kuzman Ganchev, Michael Collins, Sebastian Gehrmann, Ciprian Chelba

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Query Refinement Prompts for Closed-Book Long-Form Question Answering

Oct 31, 2022
Reinald Kim Amplayo, Kellie Webster, Michael Collins, Dipanjan Das, Shashi Narayan

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Improving Low-Resource Cross-lingual Parsing with Expected Statistic Regularization

Oct 17, 2022
Thomas Effland, Michael Collins

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