Showing cs.CLShow all
2 papers · 1 filter
cs.CL2026
Code Is More Than Text: Uncertainty Estimation for Code Generation
Yuling Shi, Caiqi Zhang, Yuexian Li +4
Large language models (LLMs) are increasingly deployed as code generators, where silently wrong programs pose real safety and reliability risks. Reliable uncertainty estimation (UE…
cs.CL2025
Quantifier Scope Interpretation in Language Learners and LLMs
Shaohua Fang, Yue Li, Yan Cong
Sentences with multiple quantifiers often lead to interpretive ambiguities, which can vary across languages. This study adopts a cross-linguistic approach to examine how large lang…