2 papers
cs.CL2026
When Cases Get Rare: A Retrieval Benchmark for Off-Guideline Clinical Question Answering
Doeun Lee, Muge Zhang, Yi Yu +11
Across medical specialties, clinical practice is anchored in evidence-based guidelines that codify best studied diagnostic and treatment pathways. These pathways routinely fall sho…
cs.LG2024
Data Efficient Evaluation of Large Language Models and Text-to-Image Models via Adaptive Sampling
Cong Xu, Gayathri Saranathan, Mahammad Parwez Alam +5
Evaluating LLMs and text-to-image models is a computationally intensive task often overlooked. Efficient evaluation is crucial for understanding the diverse capabilities of these m…