一作ICML 2026Poster· Social Aspects / Accountability, Transparency, and Interpretability
IACW: Intent-Aware Controllable Watermarking for Scalable Authorial Intent Attribution
Hao Huang · Ruihua Zhou · JiaTang Luo · Yunpeng Li · Yuling Liu
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Hao Huang · Ruihua Zhou · JiaTang Luo · Yunpeng Li · Yuling Liu
Hao Huang · JiaTang Luo · Ruihua Zhou · Yunpeng Li · Yuling Liu
While Retrieval-Augmented Generation (RAG) systems are designed to enhance factual fidelity by grounding LLMs in provided sources, the application of current watermarking techniques creates a paradoxical failure mode. These methods, being inherently fact-agnostic, force the model to deviate from...