Graph-based Uncertainty Metrics for Long-form Language Model Outputs

Neural Information Processing Systems 

Recent advancements in Large Language Models (LLMs) have significantly improved text generation capabilities, but these systems are still known to hallucinate, and granular uncertainty estimation for long-form LLM generations remains challenging.

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