2 papers
cs.LG2026
Uncertainty-Aware Simulation-Based Inference for Operations Research with Large Language Models
Liang Guo, Lin Shaochong, Shen Zuo-Jun Max +1
Deploying large language models (LLMs) for operations research (OR) tasks remains challenging because correctness depends on a coherent modeling process, not merely a correct final…
cs.CL2024
EnviroExam: Benchmarking Environmental Science Knowledge of Large Language Models
Yu Huang, Liang Guo, Wanqian Guo +4
In the field of environmental science, it is crucial to have robust evaluation metrics for large language models to ensure their efficacy and accuracy. We propose EnviroExam, a com…