Sunjae Kwon
1 indexed paper
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126
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NLP×1
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2026
Counterfactual Graph for Multi-Agent LLM Calibration
The paper proposes CAGE-CAL, a counterfactual graph calibration framework, to accurately assess the reliability and detect over-confidence in multi-agent LLM systems after agents communicate.
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Papers
cs.CLRecentMay 28, 2026
Counterfactual Graph for Multi-Agent LLM Calibration
Jiatan Huang, Mingchen Li, Ziming Li, Sunjae Kwon +2 more
The paper proposes CAGE-CAL, a counterfactual graph calibration framework, to accurately assess the reliability and detect over-confidence in multi-agent LLM systems after agents communicate.
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