Adaptive Testing for LLM Evaluation: A Psychometric Alternative to Static Benchmarks

arXiv:2511.04689 · cs.CL, cs.AI · Submitted 2025-10-26 · Read on arXiv

cs.CL, cs.AI

Submitted: 2025-10-26

Updated: 2026-07-13

Terminology

• Accuracy — 3× in this paper · explained in 1 episode
• Benchmark — 3× in this paper · explained in 2 episodes
• Fisher Information — 1× in this paper · explained in 4 episodes
• Large Language Models (LLMs) — 1× in this paper · explained in 6 episodes

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