Papers with Offensive Language Detection
Cultural Compass: Predicting Transfer Learning Success in Offensive Language Detection with Cultural Features (2023.findings-emnlp)
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| Challenge: | Current knowledge is limited on whether cultural features can predict cross-cultural transfer learning success for subjective tasks. |
| Approach: | They advocate integration of cultural information into datasets and cultural adaptability . findings suggest cultural features can predict cross-cultural transfer learning success . |
| Outcome: | The findings suggest that cultural features can predict cross-cultural transfer learning success in OLD tasks. |
The Corpus AIKIA: Using Ranking Annotation for Offensive Language Detection in Modern Greek (2024.lrec-main)
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Stella Markantonatou, Vivian Stamou, Christina Christodoulou, Georgia Apostolopoulou, Antonis Balas, George Ioannakis
| Challenge: | OLD is a less-resourced language regarding OLD. |
| Approach: | They propose to annotate OLD in Modern Greek using the lexicon of offensive terms that originates from HurtLex. |
| Outcome: | The proposed corpus is based on the lexicon of offensive terms that originates from HurtLex and can be used to detect offensive language in modern Greek. |