Causality Guided Disentanglement for Cross-Platform Hate Speech Detection

Author:

Sheth Paras1ORCID,Moraffah Raha1ORCID,Kumarage Tharindu S.1ORCID,Chadha Aman2ORCID,Liu Huan1ORCID

Affiliation:

1. Arizona State University, Tempe, AZ, USA

2. Amazon. Inc, Sunnyvale, CA, USA

Funder

Office of Naval Research

National Science Foundation

Publisher

ACM

Reference43 articles.

1. Planting Hate Speech to Harvest Hatred: How Does Political Hate Speech Fuel Hate Crimes in Turkey?

2. Dimosthenis Antypas and Jose Camacho-Collados. 2023. Robust Hate Speech Detection in Social Media: A Cross-Dataset Empirical Evaluation. arXiv preprint arXiv:2307.01680 (2023).

3. Tom Bourgeade, Patricia Chiril, Farah Benamara, and Véronique Moriceau. 2023. What Did You Learn To Hate? A Topic-Oriented Analysis of Generalization in Hate Speech Detection. In Proceedings of the 17th Conference of the European Chapter of the Association for Computational LinguisticsProceedings of the 17th Conference of the European Chapter of the Association for Computational Linguistics. 3477--3490.

4. Peter Bühlmann. 2020. Invariance causality and robustness. (2020).

5. Paula Carvalho, Danielle Caled, Cláudia Silva, Fernando Batista, and Ricardo Ribeiro. 2023. The expression of hate speech against Afro-descendant, Roma, and LGBTQ communities in YouTube comments. Journal of Language Aggression and Conflict (2023).

Cited by 2 articles. 订阅此论文施引文献 订阅此论文施引文献,注册后可以免费订阅5篇论文的施引文献,订阅后可以查看论文全部施引文献

1. Hate Speech Detection with Generalizable Target-aware Fairness;Proceedings of the 30th ACM SIGKDD Conference on Knowledge Discovery and Data Mining;2024-08-24

2. Hate Speech and Target Community Detection in Nastaliq Urdu Using Transfer Learning Techniques;IEEE Access;2024

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