Data Efficient Evaluation of Large Language Models and Text-to-Image Models via Adaptive Sampling. - Cong Xu; Gayathri Saranathan; Mahammad Parwez Alam; Arpit Shah; James Lim; Soon Yee Wong; Foltin Martin; Suparna Bhattacharya (CoRR, 2024)

SubLIME: Subset Selection via Rank Correlation Prediction for Data-Efficient LLM Evaluation. - Gayathri Saranathan; Cong Xu; Mahammad Parwez Alam; Tarun Kumar; Martin Foltin; Soon Yee Wong; Suparna Bhattacharya (ACL (1), 2025)