Revisiting Hate Speech Benchmarks: From Data Curation to System Deployment

Author:

Kulkarni Atharva1ORCID,Masud Sarah2ORCID,Goyal Vikram2ORCID,Chakraborty Tanmoy3ORCID

Affiliation:

1. Carnegie Mellon University, Pittsburgh, PA, USA

2. IIIT-Delhi, New Delhi, India

3. IIT Delhi, New Delhi, India

Publisher

ACM

Reference64 articles.

1. Badr AlKhamissi , Faisal Ladhak , Srini Iyer , Ves Stoyanov , Zornitsa Kozareva , Xian Li , Pascale Fung , Lambert Mathias , Asli Celikyilmaz , and Mona Diab . 2022. ToKen: Task Decomposition and Knowledge Infusion for Few-Shot Hate Speech Detection. arXiv preprint arXiv:2205.12495 ( 2022 ). Badr AlKhamissi, Faisal Ladhak, Srini Iyer, Ves Stoyanov, Zornitsa Kozareva, Xian Li, Pascale Fung, Lambert Mathias, Asli Celikyilmaz, and Mona Diab. 2022. ToKen: Task Decomposition and Knowledge Infusion for Few-Shot Hate Speech Detection. arXiv preprint arXiv:2205.12495 (2022).

2. Fatimah Alkomah and Xiaogang Ma . 2022 . A Literature Review of Textual Hate Speech Detection Methods and Datasets . Information , Vol. 13 , 6 (2022). https://doi.org/10.3390/info13060273 10.3390/info13060273 Fatimah Alkomah and Xiaogang Ma. 2022. A Literature Review of Textual Hate Speech Detection Methods and Datasets. Information, Vol. 13, 6 (2022). https://doi.org/10.3390/info13060273

3. Md Rabiul Awal , Rui Cao , Roy Ka-Wei Lee, and Sandra Mitrović . 2021 . AngryBERT: Joint Learning Target and Emotion for Hate Speech Detection. In Advances in Knowledge Discovery and Data Mining, Kamal Karlapalem, Hong Cheng, Naren Ramakrishnan, R. K. Agrawal, P. Krishna Reddy, Jaideep Srivastava, and Tanmoy Chakraborty (Eds.). Springer International Publishing , Cham, 701--713. Md Rabiul Awal, Rui Cao, Roy Ka-Wei Lee, and Sandra Mitrović. 2021. AngryBERT: Joint Learning Target and Emotion for Hate Speech Detection. In Advances in Knowledge Discovery and Data Mining, Kamal Karlapalem, Hong Cheng, Naren Ramakrishnan, R. K. Agrawal, P. Krishna Reddy, Jaideep Srivastava, and Tanmoy Chakraborty (Eds.). Springer International Publishing, Cham, 701--713.

4. Pinkesh Badjatiya Shashank Gupta Manish Gupta and Vasudeva Varma. 2017. Deep Learning for Hate Speech Detection in Tweets. In Proceedings of the 26th International Conference on World Wide Web Companion (Perth Australia) (WWW '17 Companion). International World Wide Web Conferences Steering Committee Republic and Canton of Geneva CHE 759--760. https://doi.org/10.1145/3041021.3054223 10.1145/3041021.3054223

5. Pinkesh Badjatiya Shashank Gupta Manish Gupta and Vasudeva Varma. 2017. Deep Learning for Hate Speech Detection in Tweets. In Proceedings of the 26th International Conference on World Wide Web Companion (Perth Australia) (WWW '17 Companion). International World Wide Web Conferences Steering Committee Republic and Canton of Geneva CHE 759--760. https://doi.org/10.1145/3041021.3054223

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