Abstract
This paper describes the development of an online lexical resource to help detection systems regulate and curb the use of offensive words online. With the growing prevalence of social media platforms, many conversations are now conducted on- line. The increase of online conversations for leisure, work and socializing has led to an increase in harassment. In particular, we create a specialized sense-based vocabulary of Japanese offensive words for the Open Multilingual Wordnet. This vocabulary expands on an existing list of Japanese offen- sive words and provides categorization and proper linking to synsets within the multilingual wordnet. This paper then discusses the evaluation of the vocabulary as a resource for representing and classifying offensive words and as a possible resource for offensive word use detection in social media.- Anthology ID:
- 2021.gwc-1.5
- Volume:
- Proceedings of the 11th Global Wordnet Conference
- Month:
- January
- Year:
- 2021
- Address:
- University of South Africa (UNISA)
- Editors:
- Piek Vossen, Christiane Fellbaum
- Venue:
- GWC
- SIG:
- SIGLEX
- Publisher:
- Global Wordnet Association
- Note:
- Pages:
- 36–43
- Language:
- URL:
- https://aclanthology.org/2021.gwc-1.5
- DOI:
- Cite (ACL):
- Francis Bond and Merrick Yeu Herng Choo. 2021. Taboo Wordnet. In Proceedings of the 11th Global Wordnet Conference, pages 36–43, University of South Africa (UNISA). Global Wordnet Association.
- Cite (Informal):
- Taboo Wordnet (Bond & Choo, GWC 2021)
- PDF:
- https://preview.aclanthology.org/nschneid-patch-4/2021.gwc-1.5.pdf