Mengbing Liu

Nanyang Technological University

Papers on Lattice

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Publication activitypapers/week, last 8 weeks

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Eval Frameworks & Benchmarks (1)Scalable Oversight & Alignment Theory (1)

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Xin Li (1)Chau Yuen (1)

Papers (1)

Sep 28, 2026

1d ago

Measuring Collapse and Correction in Homogeneous-Panel LLM Debate

Halting LLM debate consensus-drift to stop groupthink can backfire severely: a probe-gated freeze stopped 29 collapses into wrong answers at the direct cost of sacrificing 108 valid self-corrections.

Xin Li, Mengbing Liu, Chau Yuen

Eval Frameworks & Benchmarks Scalable Oversight & Alignment Theory

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Mengbing Liu

Publication activitypapers/week, last 8 weeks

Research focus

Frequent co-authors

Papers (1)