Towards Safer Online Spaces: Deep Learning for Hate Speech Detection in Code-Mixed Social Media Conversations

Author:

Chanda Supriya1ORCID,Dhaka Abhishek2ORCID,Pal Sukomal1ORCID

Affiliation:

1. Dept. of Computer Science and Engineering, Indian Institute of Technology (BHU), India

2. Dept. of CSE, B K Birla Institute of Engineering & Technology, India

Publisher

ACM

Reference27 articles.

1. Aditi Bagora, Kamal Shrestha, Kaushal Maurya, and Maunendra Sankar Desarkar. 2022. Hostility Detection in Online Hindi-English Code-Mixed Conversations. In 14th ACM Web Science Conference 2022. 390–400.

2. Bharathi Raja Chakravarthi, Ruba Priyadharshini, Navya Jose, Anand Kumar M, Thomas Mandl, Prasanna Kumar Kumaresan, Rahul Ponnusamy, Hariharan R L, John P. McCrae, and Elizabeth Sherly. 2021. Findings of the Shared Task on Offensive Language Identification in Tamil, Malayalam, and Kannada. In Proceedings of the First Workshop on Speech and Language Technologies for Dravidian Languages. Association for Computational Linguistics, Kyiv, 133–145. https://aclanthology.org/2021.dravidianlangtech-1.17

3. Supriya Chanda Sacchit Sheth and Sukomal Pal. 2022. Coarse and Fine-Grained Conversational Hate Speech and Offensive Content Identification in Code-Mixed Languages using Fine-Tuned Multilingual Embedding.

4. Supriya Chanda S Ujjwal Shayak Das and Sukomal Pal. 2021. Fine-tuning Pre-Trained Transformer based model for Hate Speech and Offensive Content Identification in English Indo-Aryan and Code-Mixed (English-Hindi) languages.

5. Maral Dadvar, Dolf Trieschnigg, Roeland Ordelman, and Franciska de Jong. 2013. Improving Cyberbullying Detection with User Context. In Advances in Information Retrieval, Pavel Serdyukov, Pavel Braslavski, Sergei O. Kuznetsov, Jaap Kamps, Stefan Rüger, Eugene Agichtein, Ilya Segalovich, and Emine Yilmaz (Eds.). Springer Berlin Heidelberg, Berlin, Heidelberg, 693–696.

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