The paper argues that reference in large language models is not a fixed link but a profile-based, context-sensitive, and numerically structured phenomenon. It proposes that LLMs ground reference through linguistic traces parameterized via optimization, with referential profiles distributed and activated through context-sensitive computation, supported by mechanistic interpretability findings.
Profile-Based Reference in LLM Grounding
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