SIMBA UQ: Similarity-Based Aggregation for Uncertainty Quantification in Large Language ModelsDebarun BhattacharjyaBalaji Ganesanet al.2025EMNLP 2025
FactReasoner: A Probabilistic Approach to Long-Form Factuality Assessment for Large Language ModelsRadu MarinescuDebarun Bhattacharjyaet al.2025EMNLP 2025
Synthetic Data for Evaluation: Supporting LLM-as-a-Judge Workflows with EvalAssistElizabeth DalyErik Miehlinget al.2025EMNLP 2025
An Automatically Improving Method for Generating Descriptions of Financial Data Quality Grading with LLMsYang ZhaoYohei Ikawaet al.2025EMNLP 2025