Gyu-Hwung Cho

Rationale Distribution Distillation via Flow Matching for Distributional Continuous Latent Reasoning

Sampling multiple chain-of-thought rationales from a language model can uncover correct solutions missed by a single attempt. However, these rationales are typically lengthy, making repeated autoregressive generation costly. Continuous latent reasoning offers a compact alternative, but point-valued methods condition re...