Showing 2024Show all
2 papers · 1 filter
cs.CL2024
BenchmarkCards: Standardized Documentation for Large Language Model Benchmarks
Anna Sokol, Elizabeth Daly, Michael Hind +4
Large language models (LLMs) are powerful tools capable of handling diverse tasks. Comparing and selecting appropriate LLMs for specific tasks requires systematic evaluation method…
cs.LG2024
Conformalized Selective Regression
Anna Sokol, Nuno Moniz, Nitesh Chawla
Should prediction models always deliver a prediction? In the pursuit of maximum predictive performance, critical considerations of reliability and fairness are often overshadowed,…