Predicting Uncertainty of Generative LLMs with MARS: Meaning-Aware Response Scoring
International Symposium on Information Theory（2024）
关键词
Large Language Models,Uncertainty Estimation,Multiple Genes,Sequence Length,Scoring Function,Model Uncertainty,Mean Response,Semantic Similarity,Single Pass,Validation Split,Semantic Clustering
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