Every Part Has Its Role: Part-of-Speech Effects in LLM Post-Training.

arXiv:2610.29843v1 Announce Type: cross Abstract: Large language models are typically trained with next-token prediction (NTP), which rewards predicting specific tokens rather than explicitly accounting for the semantic similarities between different words or