2 papers
cs.LG2026
Future Validity is the Missing Statistic: From Impossibility to -Estimation for Grammar-Faithful Speculative Decoding
Wenhua Nie, Zijie Meng, Kun Zou +5
Grammar-constrained generation is often combined with local vocabulary masking and speculative decoding, but the resulting sampling law is not the grammar-conditional distribution…
cs.CL2025
Predicting Compact Phrasal Rewrites with Large Language Models for ASR Post Editing
Hao Zhang, Felix Stahlberg, Shankar Kumar
Large Language Models (LLMs) excel at rewriting tasks such as text style transfer and grammatical error correction. While there is considerable overlap between the inputs and outpu…