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TESS: Text-to-Text Self-Conditioned Simplex Diffusion


May 15, 2023
Rabeeh Karimi Mahabadi, Jaesung Tae, Hamish Ivison, James Henderson, Iz Beltagy, Matthew E. Peters, Arman Cohan

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* 9 pages, 4 figures, preprint 

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RQUGE: Reference-Free Metric for Evaluating Question Generation by Answering the Question


Nov 09, 2022
Alireza Mohammadshahi, Thomas Scialom, Majid Yazdani, Pouya Yanki, Angela Fan, James Henderson, Marzieh Saeidi

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* 19 pages, 8 figures 

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A Variational AutoEncoder for Transformers with Nonparametric Variational Information Bottleneck


Aug 12, 2022
James Henderson, Fabio Fehr

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* 33 pages, 10 figures, 3 tables. First time this work has been made public 

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Multilingual Extraction and Categorization of Lexical Collocations with Graph-aware Transformers


May 23, 2022
Luis Espinosa-Anke, Alexander Shvets, Alireza Mohammadshahi, James Henderson, Leo Wanner

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* Accepted to *SEM2022 

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What Do Compressed Multilingual Machine Translation Models Forget?


May 22, 2022
Alireza Mohammadshahi, Vassilina Nikoulina, Alexandre Berard, Caroline Brun, James Henderson, Laurent Besacier

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* 20 pages, 12 Figures, 9 Tables 

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PERFECT: Prompt-free and Efficient Few-shot Learning with Language Models


Apr 03, 2022
Rabeeh Karimi Mahabadi, Luke Zettlemoyer, James Henderson, Marzieh Saeidi, Lambert Mathias, Veselin Stoyanov, Majid Yazdani

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* ACL, 2022 

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Graph Refinement for Coreference Resolution


Mar 30, 2022
Lesly Miculicich, James Henderson

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HyperMixer: An MLP-based Green AI Alternative to Transformers


Mar 07, 2022
Florian Mai, Arnaud Pannatier, Fabio Fehr, Haolin Chen, Francois Marelli, Francois Fleuret, James Henderson

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