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A Measure-Theoretic Characterization of Tight Language Models


Dec 20, 2022
Li Du, Lucas Torroba Hennigen, Tiago Pimentel, Clara Meister, Jason Eisner, Ryan Cotterell

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The Ordered Matrix Dirichlet for Modeling Ordinal Dynamics


Dec 08, 2022
Niklas Stoehr, Benjamin J. Radford, Ryan Cotterell, Aaron Schein

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On the Effect of Anticipation on Reading Times


Nov 25, 2022
Tiago Pimentel, Clara Meister, Ethan G. Wilcox, Roger Levy, Ryan Cotterell

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* Code is available in https://github.com/rycolab/anticipation-on-reading-times 

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Schrödinger's Bat: Diffusion Models Sometimes Generate Polysemous Words in Superposition


Nov 23, 2022
Jennifer C. White, Ryan Cotterell

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On Parsing as Tagging


Nov 20, 2022
Afra Amini, Ryan Cotterell

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* Will appear in Proceedings of the 2022 Conference on Empirical Methods in Natural Language Processing 

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Autoregressive Structured Prediction with Language Models


Nov 17, 2022
Tianyu Liu, Yuchen Jiang, Nicholas Monath, Ryan Cotterell, Mrinmaya Sachan

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* EMNLP 2022 (findings) 

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The Architectural Bottleneck Principle


Nov 11, 2022
Tiago Pimentel, Josef Valvoda, Niklas Stoehr, Ryan Cotterell

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* Accepted at EMNLP 2022. Tiago Pimentel and Josef Valvoda contributed equally to this work. Code available in https://github.com/rycolab/attentional-probe 

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Mutual Information Alleviates Hallucinations in Abstractive Summarization


Oct 29, 2022
Liam van der Poel, Ryan Cotterell, Clara Meister

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* EMNLP 2022 

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Investigating the Role of Centering Theory in the Context of Neural Coreference Resolution Systems


Oct 26, 2022
Yuchen Eleanor Jiang, Ryan Cotterell, Mrinmaya Sachan

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* 11 pages 

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