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A Multimodal Framework for the Detection of Hateful Memes

Dec 24, 2020
Phillip Lippe, Nithin Holla, Shantanu Chandra, Santhosh Rajamanickam, Georgios Antoniou, Ekaterina Shutova, Helen Yannakoudakis


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Cross-neutralising: Probing for joint encoding of linguistic information in multilingual models

Oct 24, 2020
Rochelle Choenni, Ekaterina Shutova


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What does it mean to be language-agnostic? Probing multilingual sentence encoders for typological properties

Sep 27, 2020
Rochelle Choenni, Ekaterina Shutova


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Graph-based Modeling of Online Communities for Fake News Detection

Sep 14, 2020
Shantanu Chandra, Pushkar Mishra, Helen Yannakoudakis, Madhav Nimishakavi, Marzieh Saeidi, Ekaterina Shutova


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Meta-Learning with Sparse Experience Replay for Lifelong Language Learning

Sep 10, 2020
Nithin Holla, Pushkar Mishra, Helen Yannakoudakis, Ekaterina Shutova


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Joint Modelling of Emotion and Abusive Language Detection

May 28, 2020
Santhosh Rajamanickam, Pushkar Mishra, Helen Yannakoudakis, Ekaterina Shutova

* Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics, 2020 

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Learning to Learn to Disambiguate: Meta-Learning for Few-Shot Word Sense Disambiguation

Apr 29, 2020
Nithin Holla, Pushkar Mishra, Helen Yannakoudakis, Ekaterina Shutova


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A Comparison of Architectures and Pretraining Methods for Contextualized Multilingual Word Embeddings

Dec 15, 2019
Niels van der Heijden, Samira Abnar, Ekaterina Shutova

* 7 pages, 6 figures 

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Tackling Online Abuse: A Survey of Automated Abuse Detection Methods

Aug 13, 2019
Pushkar Mishra, Helen Yannakoudakis, Ekaterina Shutova

* In preparation for Computational Linguistics 

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Learning Outside the Box: Discourse-level Features Improve Metaphor Identification

Apr 09, 2019
Jesse Mu, Helen Yannakoudakis, Ekaterina Shutova

* NAACL 2019; 6 pages; code available at https://github.com/jayelm/broader-metaphor; v2 updates affiliations and acknowledgments 

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Abusive Language Detection with Graph Convolutional Networks

Apr 05, 2019
Pushkar Mishra, Marco Del Tredici, Helen Yannakoudakis, Ekaterina Shutova

* Proceedings of the 2019 Annual Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies (NAACL-HLT) 

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Author Profiling for Hate Speech Detection

Feb 14, 2019
Pushkar Mishra, Marco Del Tredici, Helen Yannakoudakis, Ekaterina Shutova

* Proceedings of the 27th International Conference on Computational Linguistics (COLING) 2018. arXiv admin note: text overlap with arXiv:1809.00378 

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Neural Character-based Composition Models for Abuse Detection

Sep 02, 2018
Pushkar Mishra, Helen Yannakoudakis, Ekaterina Shutova

* In Proceedings of the EMNLP Workshop on Abusive Language Online 2018 

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Modeling Language Variation and Universals: A Survey on Typological Linguistics for Natural Language Processing

Jul 02, 2018
Edoardo Maria Ponti, Helen O'Horan, Yevgeni Berzak, Ivan Vulić, Roi Reichart, Thierry Poibeau, Ekaterina Shutova, Anna Korhonen


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Psychologically Motivated Text Mining

Sep 28, 2016
Ekaterina Shutova, Patricia Lichtenstein


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