NiuTrans.LMT introduces Strategic Downsampling and Parallel Multilingual Prompting to mitigate Directional Degeneration in multilingual MT and releases competitive open models for 60 languages and 234 directions.
InProceedings of the 58th An- nual Meeting of the Association for Computational Linguistics: System Demonstrations, pages 150–156
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NiuTrans.LMT: Toward Inclusive and Scalable Multilingual Machine Translation with LLMs
NiuTrans.LMT introduces Strategic Downsampling and Parallel Multilingual Prompting to mitigate Directional Degeneration in multilingual MT and releases competitive open models for 60 languages and 234 directions.