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News/Latency-Response Theory Model: Evaluating Large Language Models via Response Accuracy and Chain-of-Thought Length
arxiv
PublishedJuly 20, 2026 at 4:00 AM
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Latency-Response Theory Model: Evaluating Large Language Models via Response Accuracy and Chain-of-Thought Length

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arXiv:2512.07019v3 Announce Type: replace-cross Abstract: The proliferation of Large Language Models (LLMs) necessitates valid evaluation methods to provide guidance for both downstream applications and actionable future improvements. The Item Response Theory (IRT) model with Computerized Adaptive T

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