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James Henderson

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Nonparametric Variational Regularisation of Pretrained Transformers

Dec 01, 2023
Fabio Fehr, James Henderson

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Transformers as Graph-to-Graph Models

Oct 27, 2023
James Henderson, Alireza Mohammadshahi, Andrei C. Coman, Lesly Miculicich

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Learning to Abstract with Nonparametric Variational Information Bottleneck

Oct 26, 2023
Melika Behjati, Fabio Fehr, James Henderson

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GADePo: Graph-Assisted Declarative Pooling Transformers for Document-Level Relation Extraction

Aug 28, 2023
Andrei C. Coman, Christos Theodoropoulos, Marie-Francine Moens, James Henderson

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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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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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A Variational AutoEncoder for Transformers with Nonparametric Variational Information Bottleneck

Aug 12, 2022
James Henderson, Fabio Fehr

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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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