2025
Bregman Conditional Random Fields: Sequence Labeling with Parallelizable Inference Algorithms
ACL 2025long
We propose a novel discriminative model for sequence labeling called Bregman conditional random fields (BCRF).Contrary to standard linear-chain conditional random fields,BCRF allows fast parallelizable inference algorithms based on iterative Bregman projections.We show how such models can be learned…