2025
Combining Constrained and Unconstrained Decoding via Boosting: BoostCD and Its Application to Information Extraction
EMNLP 2025
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 as tuples, lists, trees, code, etc.), where the desired output structure is enforced via constrained decoding. During training