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gloss-free translation 1language prior preservation 1lexical fidelity 1multimodal learning 1optimal transport 1sign language translation 1

From the 1 of 25 linked papers with an AI index.

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20242026
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cs.LG2026

Tailoring Teaching to Aptitude: Direction-Adaptive Self-Distillation for LLM Reasoning

Hongbin Zhang, Chaozheng Wang, Kehai Chen +4

On-policy self-distillation (OPSD) is an emerging LLM post-training paradigm in which the model serves as its own teacher: conditioned on privileged information such as a reference…