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Deep networks learn to parse uniform-depth context-free languages from local statistics

This story is from 2026-09-04. It is preserved in the archive; the latest stories are on the live feed.

arXiv:2602.06065v4 Announce Type: replace Abstract: Understanding how the structure of language can be learned from sentences alone is a central question in both cognitive science and machine learning. Studies of the internal representations of Large Language Models (LLMs) support their ability to…

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  1. 2026-09-04 04:00 · arXiv stat.ML
    Deep networks learn to parse uniform-depth context-free languages from local statistics

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