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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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The Teacher-Student Chatroom Corpus

Nov 13, 2020
Andrew Caines, Helen Yannakoudakis, Helena Edmondson, Helen Allen, Pascual Pérez-Paredes, Bill Byrne, Paula Buttery

* NLP4CALL 

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Analyzing Neural Discourse Coherence Models

Nov 12, 2020
Youmna Farag, Josef Valvoda, Helen Yannakoudakis, Ted Briscoe

* CODI workshop in EMNLP2020 

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Grammatical Error Correction in Low Error Density Domains: A New Benchmark and Analyses

Oct 15, 2020
Simon Flachs, Ophélie Lacroix, Helen Yannakoudakis, Marek Rei, Anders Søgaard

* Accepted at EMNLP 2020 

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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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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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Multi-Task Learning for Coherence Modeling

Jul 04, 2019
Youmna Farag, Helen Yannakoudakis

* THE 57TH ANNUAL MEETING OF THE ASSOCIATION FOR COMPUTATIONAL LINGUISTICS (ACL 2019) 
* 11 pages, 3 figures, Accepted at ACL 2019 

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Context is Key: Grammatical Error Detection with Contextual Word Representations

Jun 15, 2019
Samuel Bell, Helen Yannakoudakis, Marek Rei


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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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Neural Automated Essay Scoring and Coherence Modeling for Adversarially Crafted Input

Apr 23, 2018
Youmna Farag, Helen Yannakoudakis, Ted Briscoe

* 9, NAACL 2018 

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Auxiliary Objectives for Neural Error Detection Models

Jul 17, 2017
Marek Rei, Helen Yannakoudakis

* The 12th Workshop on Innovative Use of NLP for Building Educational Applications (BEA 2017) 

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Compositional Sequence Labeling Models for Error Detection in Learner Writing

Jul 20, 2016
Marek Rei, Helen Yannakoudakis

* Proceedings of ACL 2016 

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Automatic Text Scoring Using Neural Networks

Jun 16, 2016
Dimitrios Alikaniotis, Helen Yannakoudakis, Marek Rei

* 11 pages, 3 figures, 2 tables, ACL-2016 

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