Author

Yi-Dan Huang

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#artificial intelligence Preprint Sep 2026

LexAgentHallu: A Hierarchical Benchmark for Profiling Hallucinations in Legal Agents

Evaluation across 18 proprietary and open-source agents uncovers a Right-Answer-Wrong-Reason effect and reveals that hallucination subclasses cluster rather than scatter, forming distinct agentic framework, legal task, and category profiles validate the diagnostic power of LexAgentHallu for evaluating agentic hallucina...

Yu-Jin Zhou, Min Zheng, Chuxue Cao et al. · 0 citations

Preprint Aug 2026

SearchAuditor: Auditing and Attributing Failures in Long-Horizon Search Agents

A benchmark that evaluates whether LLM auditors can localize, attribute, and repair search-agent failures through evidence-grounded adjudication, and proposes SearchAuditor, a multi-perspective auditing framework that effectively localizes, attributes, and repairs search-agent failures through evidence-grounded adjudic...

Zhixiang Liang, Yifei Liu, Yi-Dan Huang et al. · 1 citation