<ul><li>Large language models (LLMs) sometimes generate factually incorrect answers, posing a critical challenge.</li><li>The proposed Streaming-VR approach allows real-time verification and refinement of LLM outputs.</li><li>Streaming-VR checks and corrects tokens as they are being generated, ensuring factual accuracy.</li><li>Comprehensive evaluations show that Streaming-VR is an efficient solution compared to prior methods.</li></ul>

Real-time Verification and Refinement of Language Model Text Generation

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