Tag: automated evaluation
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SAGE Benchmark: Advanced Evaluation for Service Agents
Discover SAGE, a dynamic benchmark for evaluating LLMs in customer service using graph-guided SOPs and adversarial intent analysis.
Contrastive Decoding Reduces Score Bias in LLM Evaluations
Learn how contrastive decoding improves Large Language Models' scoring accuracy by reducing score range bias, boosting reliability in LLM evaluations by 11...
Accurate LLM Failure Rate Estimation with Constrained MLE
Discover a robust method for estimating LLM failure rates using constrained maximum likelihood estimation for safer AI deployment.
LLMORPH: Automated Metamorphic Testing for Large Language Models
Discover LLMORPH, an automated tool using metamorphic testing to enhance reliability and detect faults in large language models without human-labeled data.