2 papers
cs.AI2026
Beyond Static Leaderboards: Predictive Validity for the Evaluation of LLM Agents
Dhaval C. Patel, Kaoutar El Maghraoui, Shuxin Lin +58
Agent benchmarks are growing fast, but no single benchmark touches more than four or five of the dimensions that deployment exposes. This paper aggregates the largest coordinated d…
cs.CL2024
The Generation Gap: Exploring Age Bias in the Value Systems of Large Language Models
Siyang Liu, Trish Maturi, Bowen Yi +2
We explore the alignment of values in Large Language Models (LLMs) with specific age groups, leveraging data from the World Value Survey across thirteen categories. Through a diver…