AI RESEARCH
Implicit Style Conditioning: A Structured Style-Rewrite Framework for Low-Resource Character Modeling
arXiv CS.LG
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ArXi:2603.05933v1 Announce Type: cross Large Language Models (LLMs) have nstrated impressive capabilities in role-playing (RP); however, small Language Models (SLMs) with highly stylized personas remains a challenge due to data scarcity and the complexity of style disentanglement. Standard Supervised Fine-Tuning (SFT) often captures surface-level semantics while failing to reproduce the intricate syntactic and pragmatic nuances of a character, leading to "Out-Of-Character" (OOC) generation.