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Logical Reasoning with Span Predictions: Span-level Logical Atoms for Interpretable and Robust NLI Models


May 23, 2022
Joe Stacey , Pasquale Minervini , Haim Dubossarsky , Marek Rei


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Control Prefixes for Text Generation


Oct 15, 2021
Jordan Clive , Kris Cao , Marek Rei


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Guiding Visual Question Generation


Oct 15, 2021
Nihir Vedd , Zixu Wang , Marek Rei , Yishu Miao , Lucia Specia

* 11 pages including references and Appendix. 3 figures and 3 tables 

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Contextual Sentence Classification: Detecting Sustainability Initiatives in Company Reports


Oct 07, 2021
Dan Hirlea , Christopher Bryant , Marek Rei

* 10 pages, 2 figures, 8 tables 

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BERT memorisation and pitfalls in low-resource scenarios


Apr 16, 2021
Michael Tänzer , Sebastian Ruder , Marek Rei

* 14 pages, 24 figures 

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Natural Language Inference with a Human Touch: Using Human Explanations to Guide Model Attention


Apr 16, 2021
Joe Stacey , Yonatan Belinkov , Marek Rei


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How Metaphors Impact Political Discourse: A Large-Scale Topic-Agnostic Study Using Neural Metaphor Detection


Apr 08, 2021
Vinodkumar Prabhakaran , Marek Rei , Ekaterina Shutova

* The International AAAI Conference on Web and Social Media (ICWSM) 2021 
* Published at ICWSM 2021. Please cite that version for academic publications 

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Turning transformer attention weights into zero-shot sequence labelers


Mar 26, 2021
Kamil Bujel , Helen Yannakoudakis , Marek Rei


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Improving Translation Robustness with Visual Cues and Error Correction


Mar 12, 2021
Zhenhao Li , Marek Rei , Lucia Specia


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Seeing Both the Forest and the Trees: Multi-head Attention for Joint Classification on Different Compositional Levels


Nov 01, 2020
Miruna Pislar , Marek Rei

* COLING 2020 

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