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Home/Authors/Lingwei Chen

Lingwei Chen

1 indexed paper

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26

Top categories

ML×1AI×1

Frequent co-authors

Hoang-Chau Luong1×

Research Timeline

2026
Rethinking the Role of Temperature in Large Language Model Distillation

This paper re-examines the role of temperature ($ au$) in LLM distillation, demonstrating that while Reverse KL (RKL) is often preferred, Forward KL (FKL) significantly outperforms RKL at higher temperatures, overturning standard empirical conclusions.

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Papers

cs.LGcs.AIRecentMay 29, 2026

Rethinking the Role of Temperature in Large Language Model Distillation

Hoang-Chau Luong, Lingwei Chen

This paper re-examines the role of temperature ($ au$) in LLM distillation, demonstrating that while Reverse KL (RKL) is often preferred, Forward KL (FKL) significantly outperforms RKL at higher tempe…

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