On the Semantic and Syntactic Information Encoded in Proto-Tokens for One-Step Text Reconstruction

arXiv:2602.18301v1 Announce Type: cross Abstract: Autoregressive large language models (LLMs) generate text token-by-token, requiring n forward passes to produce a sequence of length n. Recent …