Constrained Decoding

Creator

Creator

Seonglae Cho

Created

Created

2025 Aug 12 0:51

Editor

Editor

Seonglae Cho

Edited

Edited

2025 Dec 17 18:39

Refs

Refs

Structured Output

Grammar or rules

Transduced LM

resampling with finite state machine character for such as DNA sequence (bulk generation)

https://openreview.net/pdf?id=qOyF214xmg

constrained decoding

Logically Constrained Decoding

Franklin Ma, Alan J. Hu. Proceedings of The 3rd Workshop on Mathematical Natural Language Processing (MathNLP 2025). 2025.

https://aclanthology.org/2025.mathnlp-main.11/

Logically Constrained Decoding

aclanthology.org

https://aclanthology.org/2025.emnlp-industry.32.pdf

Grammar-Constrained Decoding Makes Large Language Models Better Logical Parsers

Federico Raspanti, Tanir Ozcelebi, Mike Holenderski. Proceedings of the 63rd Annual Meeting of the Association for Computational Linguistics (Volume 6: Industry Track). 2025.

https://aclanthology.org/2025.acl-industry.34/

Grammar-Constrained Decoding Makes Large Language Models Better Logical Parsers

Backlinks

Decoding Strategy

Recommendations

//////////