Open Language Models Perform on Spanish Medical Residency Exam
Larger open models rank in the top 600-3000 candidates on the Spanish MIR exam but abstention does not improve outcomes and images are not always used.
Stories per day · 30 days
3 stories, newest first · one card per story
Stories tagged #uncertainty-estimation
ENCP: Episode-Normalized Conformal Prediction for Vision-and-Language Navigation
ENCP calibrates conformal prediction per navigation episode, giving step-level coverage guarantees for vision-language navigation agents despite within-episode dependence.
Bridging the Confidence Gap: Temperature Scaling for Calibrating Test-Time Prompt Tuning
CoTS temperature scaling cuts test-time prompt tuning's expected calibration error from 11.90% to 5.38% on ImageNet variants while raising accuracy.