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20232026
most citedSummary of a Haystack: A Challenge to Long-Context LLMs and RAG Systems

4 citations · 13 across the 22 of their papers we have counts for

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cs.LG2026

The Illusion of Certainty: Decoupling Capability and Calibration in On-Policy Distillation

Jiaxin Zhang, Xiangyu Peng, Qinglin Chen +3

On-policy distillation (OPD) is an increasingly important paradigm for post-training language models. However, we identify a pervasive Scaling Law of Miscalibration: while OPD effe…