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ENTITY Surprisal Theory

Surprisal Theory

PulseAugur coverage of Surprisal Theory — every cluster mentioning Surprisal Theory across labs, papers, and developer communities, ranked by signal.

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  1. RESEARCH · CL_160851 ·

    Surprisal Theory in linguistics deemed a tautology without rational grounding

    A new paper argues that Surprisal Theory, which posits that human processing difficulty of language is directly related to its surprisal within a language model, is a tautology. The author contends that without addition…

  2. TOOL · CL_158652 ·

    Paper argues Surprisal Theory is not representation-agnostic for LLMs

    A new paper argues that Surprisal Theory, often framed as a computational-level explanation, is not truly representation-agnostic, especially in the context of large language models (LLMs). The authors contend that the …