2 papers
cs.CY2026
L2-Bench: An Evaluation Benchmark for Measuring LLM Capabilities in Second Language Education
James Edgell, Wm. Matthew Kennedy, Ben Knight +3
Despite rapid AI adoption in education, rigorous evaluation of AI-powered educational (AIED) systems remains critically underdeveloped, particularly in second language (L2) educati…
cs.AI2026
Every Eval Ever: A Unifying Schema and Community Repository for AI Evaluation Results
Jan Batzner, Sree Harsha Nelaturu, Damian Stachura +45
AI evaluations are widely used for testing and understanding progress. However, the diverse evaluators bring with them inconsistencies that challenge analysis and comparison. First…