REVES Trains Models for Revision Loops

REVES proposes training LLMs for the revision-and-verification loops they often face at deployment, rather than optimizing only single-pass outputs. The posts highlight that its self-correction ability can generalize across tasks.

2026-07-11 ~ 2026-07-11 · 3 related posts

• REVES: Training Method for Revisionable Reasoning — zhaoran_wang · 2026-07-11
• REVES: Revision Capability Generalizes Across Tasks — zhaoran_wang · 2026-07-11
• REVES Aligns Training Objectives with Deployment Loops — zhaoran_wang · 2026-07-11