LegalAgentBench: Evaluating LLM Agents in Legal Domain (2025 · 62 citations)
LegalAgentBench addresses a gap in agent evaluation. General benchmarks such as AgentBench and ToolBench offer little insight into specialized legal work, and existing legal datasets mostly cover simple tasks like case retrieval or judgment prediction. The authors built a benchmark for LLM agents in the Chinese legal…
A Self-Evolving LLM Agent Framework for Role-Based Norm Compliance in Healthcare (2026)
The paper addresses a weakness of LLM agents in clinical role-play. Roles are usually fixed prompts and safety relies on one-off filters, so problems that build up over many turns slip through. Examples include missed escalation, a trainee overstepping scope, and gradual style drift. The authors propose a…

All works

3 works of theirs in our library, the most cited first; 2 with a page here, the others link their original until we summarise them.

LegalAgentBench: Evaluating LLM Agents in Legal DomainAnnual Meeting of the Association for Computational Linguistics (ACL)Haitao Li, Junjie Chen, Jingli Yang, et al.2025 · 62 citations
A Self-Evolving LLM Agent Framework for Role-Based Norm Compliance in HealthcareFindings of the Association for Computational LinguisticsHaijie Ruan, Xiaowu Jiang, Zhanpeng LI, et al.2026
Beyond Transcription: Unified Audio Schema for Perception-Aware AudioLLMs ↗Findings of the Association for Computational Linguistics: ACL 2026 · no summary yetLinhao Zhang et al.2026

Co-authors here

5 co-authors with a page, the most papers together first.

Where their works here were published, the most works first, with the editions of those that have a page.

Papers of our library cite their works 44 times (of the 149,439 papers whose bibliographies we read); 7 citing papers with a page here →.

Updated 1 November 2026