Exploring the Impact of Lexicon-based Knowledge Transfer for Hate Speech Detection in Indonesia Code-Mixed Languages

Author:

Pamungkas Endang Wahyu1ORCID,Purworini Dian2ORCID,Priyawati Diah3ORCID,Chasana Rona Rizkhy Bunga2ORCID

Affiliation:

1. Informatics Engineering Department, Universitas Muhammadiyah Surakarta, Indonesia and Social Informatics Research Center, Universitas Muhammadiyah Surakarta, Indonesia

2. Communication Science Department, Universitas Muhammadiyah Surakarta, Indonesia and Social Informatics Research Center, Universitas Muhammadiyah Surakarta, Indonesia

3. Informatics Engineering Department, Universitas Muhammadiyah Surakarta, Indonesia

Publisher

ACM

Reference22 articles.

1. Ajeng Dwi Asti, Indra Budi, and Muhammad Okky Ibrohim. 2021. Multi-label Classification for Hate Speech and Abusive Language in Indonesian-Local Languages. In 2021 International Conference on Advanced Computer Science and Information Systems (ICACSIS). IEEE, 1–6.

2. Hurtlex: A Multilingual Lexicon of Words to Hurt

3. Irina Bigoulaeva, Viktor Hangya, Iryna Gurevych, and Alexander Fraser. 2023. Label modification and bootstrapping for zero-shot cross-lingual hate speech detection. Language Resources and Evaluation (2023), 1–32.

4. Detecting abusive comments at a fine-grained level in a low-resource language

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