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Zhaorun Chen

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  1. ResearcharXivWrote it

    C-SafeGen: Certified Safe LLM Generation with Claim-Based Streaming Guardrails

    According to the abstract, Kang, Chen and Li propose a decoding method that checks each claim an LLM generates with a streaming guardrail and backtracks on risky ones, paired with a statistical risk guarantee based on conformal analysis.