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20242026
most citedChatSOP: An SOP-Guided MCTS Planning Framework for Controllable LLM Dialogue Agents

2 citations · 2 across the 5 of their papers we have counts for

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cs.LG2026

PIVOT: Perplexity-Informed KD-to-RL Transition Scheduling for Vertical-Domain Few-Shot Distillation

Heng Li, Yong Zhang, Ning Cheng +5

Vertical-domain few-shot classification remains challenging for small language models, as limited supervision makes it difficult to acquire domain-specific decision knowledge. On-P…