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Prescriptive and Descriptive Approaches to Machine-Learning Transparency



David Adkins , Bilal Alsallakh , Adeel Cheema , Narine Kokhlikyan , Emily McReynolds , Pushkar Mishra , Chavez Procope , Jeremy Sawruk , Erin Wang , Polina Zvyagina

* ACM CHI Conference on Human Factors in Computing Systems 2022 

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Ruddit: Norms of Offensiveness for English Reddit Comments



Rishav Hada , Sohi Sudhir , Pushkar Mishra , Helen Yannakoudakis , Saif M. Mohammad , Ekaterina Shutova

* Camera-ready version in ACL 2021 

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Modeling Users and Online Communities for Abuse Detection: A Position on Ethics and Explainability



Pushkar Mishra , Helen Yannakoudakis , Ekaterina Shutova


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The User behind the Abuse: A Position on Ethics and Explainability



Pushkar Mishra , Helen Yannakoudakis , Ekaterina Shutova


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Multilingual and cross-lingual document classification: A meta-learning approach



Niels van der Heijden , Helen Yannakoudakis , Pushkar Mishra , Ekaterina Shutova

* 11 pages, 1 figure 

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Graph-based Modeling of Online Communities for Fake News Detection



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



Nithin Holla , Pushkar Mishra , Helen Yannakoudakis , Ekaterina Shutova


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Joint Modelling of Emotion and Abusive Language Detection



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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