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Despite LLMs excelling at identifying reviewer concerns, they falter in verifying if revisions truly resolve those issues, with the best achieving only a 0.501 score in evidence-based checks.
C-DIC stabilizes long-horizon dialogue generation by effectively managing context without sacrificing fidelity, outperforming existing methods in both efficiency and performance.
