Preprint
Aug 2026
ConvergeFlow: Language Flow with Provable Convergence to Token Embeddings
An embedding-space flow-based LM, which constrains the data predictor to the convex hull of token embeddings and trains it solely with the mean squared error objective induced by flow matching, enabling direct token prediction without a CE-supervised decoder.
Na Li, Yuchen Jiao, Chang-Xiao Cai et al.
· 2 citations