Papers by Elisei Stakovskii
Multilingual and Explainable Text Detoxification with Parallel Corpora (2025.coling-main)
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Daryna Dementieva, Nikolay Babakov, Amit Ronen, Abinew Ali Ayele, Naquee Rizwan, Florian Schneider, Xintong Wang, Seid Muhie Yimam, Daniil Alekhseevich Moskovskiy, Elisei Stakovskii, Eran Kaufman, Ashraf Elnagar, Animesh Mukherjee, Alexander Panchenko
| Challenge: | Existing approaches to manage toxic speech on social platforms are limited . however, there is a need for more proactive moderation of abusive speech. |
| Approach: | They extend parallel text detoxification corpus to new languages to test the approach . they propose a method that combines toxic and non-toxic sentences into a more neutral form . |
| Outcome: | The proposed method integrates the descriptive features of toxic and non-toxic sentences into a more neutral or non- toxic form. |