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HanxuHU/rl-new-language

RL-New-Language |Github | 📖Paper | Training and evaluation data for the paper. We teach LLMs to translate unseen low-resource languages with RL (GRPO + chrF reward), conditioning the policy on retrieved dictionary entries, parallel sentences, and grammar passages. Code: https://github.com/hanxuhu/rl-new-language Split The main training split (exc3) holds out 6 of 28 translation directions so they appear only at test time: Romansh-Sursilvan ↔ German (similar… See the full description on the dataset page: https://huggingface.co/datasets/HanxuHU/rl-new-language.

Author / organizationHanxuHU
License (as declared)cc-by-nc-4.0
Downloads739 (as reported by Hugging Face)
Likes0
Created31 May 2026
Last updated at source5 June 2026
translationlow-resourcereinforcement-learningin-context-learning
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