most citedPolar probe linearly decodes semantic structures from LLMs

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cs.AI2026

Emergence of Phonemic, Syntactic, and Semantic Representations in Artificial Neural Networks

Pierre Orhan, Pablo Diego-Simón, Emmnanuel Chemla +3

During language acquisition, children successively learn to categorize phonemes, identify words, and combine them with syntax to form new meaning. While the development of this beh…