04:00
2026-08-28
arxiv.org
artificial-intelligence
Syntax vs. Semantics: How Transformers Learn Deep Dependencies
A new arXiv paper (2608.26139v1) proposes a mechanistic framework showing that large language models learn deep semantic dependencies through a competition between surface statistics and deep semantic…