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Jianhua Li | Lattice

Jianhua Li

Papers on Lattice

1

Total citations

0

Topics

3

Publication activitypapers/week, last 8 weeks

Research focus

Eval Frameworks & Benchmarks (1)Natural Language Processing (1)Tool Use & Agents (1)

Frequent co-authors

Kangkang Sun (1)Jun Wu (1)Minyi Guo (1)Xiuzhen Che (1)

Papers (1)

Mar 30, 2026

Kangkang Sun +52d ago

CoE: Collaborative Entropy for Uncertainty Quantification in Agentic Multi-LLM Systems

Semantic disagreement between LLMs reveals crucial uncertainty that single-model metrics miss, and Collaborative Entropy (CoE) captures it.

Kangkang Sun, Jun Wu, Jianhua Li +3

Eval Frameworks & Benchmarks Natural Language Processing Tool Use & Agents

Jianwei Huang (1)