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Elliot Murphy

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#natural language process... Preprint Oct 2026

Evidence and Intervention: A Coupled Active-Inference Extension of Rational Speech Act Models

Identical utterance choices can arise from different communicative causes, and identical interpretations can leave different traces in what a listener learns. Rational Speech Act (RSA) models treat interpretation as inference over speaker meaning, but standard one-shot RSA does not intrinsically distinguish these causa...

Yonghyeon Gwon, Elliot Murphy, Chun-Kee Chung · 0 citations
#natural language process... Preprint Sep 2026

No country for old linguists: LLM-brain alignment underdetermines neural computation

Nastase et al. (2026) argue that large language models (LLMs) may illuminate language processing because both rely on distributed, context-sensitive representations shaped by statistical learning. Their rejection of simple cortical"boxology"is persuasive, and they articulate a strong case for the value of LLM-brain ali...

Elliot Murphy · 0 citations

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