Combining Constrained and Unconstrained Decoding via Boosting: BoostCD and Its Application to Information Extraction

Marija Šakota, Robert West

Many recent approaches to structured NLP tasks use an autoregressive language model $M$ to map unstructured input text $x$ to output text $y$ representing structured objects (such…