vivo Internet Technology
Feb 12, 2025 · Artificial Intelligence
Bidirectional Optimization of NLLB-200 and ChatGPT for Low-Resource Language Translation
The paper proposes a bidirectional optimization framework that fine‑tunes the low‑resource NLLB‑200 translation model with LoRA using data generated by ChatGPT, while also translating low‑resource prompts with NLLB before feeding them to LLMs, thereby improving multilingual translation quality yet requiring careful validation of noisy synthetic data.
Fine-tuningLLMLoRA
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