Papers with multilingual text detoxification
SynthDetoxM: Modern LLMs are Few-Shot Parallel Detoxification Data Annotators (2025.naacl-long)
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| Challenge: | Existing approaches to multilingual text detoxification are hampered by the scarcity of parallel multilingual datasets. |
| Approach: | They propose a pipeline for the generation of multilingual parallel detoxification data and a dataset for SynthDetoxM which is manually generated and rewritten with open-source LLMs. |
| Outcome: | The proposed pipeline outperforms human-annotated datasets even in data limited setting. |