Tag: AI evaluation
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ProEval: Efficient Failure Detection & Performance in Generative AI
Discover ProEval, a framework using transfer learning and Gaussian Processes for proactive failure detection and efficient performance estimation in genera...
Reducing Self-Preference Bias in Large Language Model Judges
Discover how to quantify and reduce self-preference bias in LLM judges with an automated framework, improving AI evaluation reliability by 31.5%.
Clinical AI Evaluation Using Case-Specific Rubrics & LLMs
Explore case-specific rubrics for clinical AI evaluation, validating LLM-clinician agreement across 823 encounters to improve healthcare outcomes.
Ranking-Based Explanation Quality Assessment with Listwise Rewards
Discover a novel ranking approach to explanation quality assessment using listwise rewards, improving AI model evaluation and policy optimization.
AgentPulse: Continuous AI Agent Evaluation Framework
AgentPulse offers a dynamic framework to continuously evaluate AI agents using multi-signal data for real-world performance and adoption insights.