Huanghai Liu

4 papers · 2024–2026 · 4 venues · across top CS/AI venues

Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.

Achievements

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🌍 Conference Polyglot · Bronze 🌉 Interdisciplinary Bridge · Silver 🗺️ Taxonomy Completionist (11) 👥 Mega-Team · Squad

Venues

AAAI (1) ACL (1) EMNLP (1) IJCAI (1)

Top co-authors

Weixing Shen (4) Yiran Hu (4) Qingjing Chen (3) Yun Liu (3) Charles L. A. Clarke (2) Chenlu Wang (1) Li Zhang (1) Sui Xiaoyu (1) Yuemeng Qi (1) Dayiheng Liu (1)

Research topics

Artificial Intelligence (4) Core AI (4) Natural Language Processing (3) Applications (2) Resources & Methods (2) Healthcare & Medicine (1) Machine Learning (1) Application Areas (1) Clinical (1) Understanding (1)

Keywords

large language model (3) legal reasoning (3) named entity recognition (2) information extraction (1) knowledge base (1) legal element extraction (1) judicial fairness (1) deductive reasoning (1) legal text (1) robustness testing (1) rubric-based evaluation (1) knowledge injection attack (1) criminal sentencing (1) document event extraction (1) four-element theory (1) adversarial robustness (1) legal document generation (1) sentiment analysis (1) text classification (1)

Papers

PLAWBENCH: A Rubric-Based Benchmark for Evaluating LLMs in Real-World Legal Practice ACL 2026 J&H: Evaluating the Robustness of Large Language Models Under Knowledge-Injection Attacks in Legal Domain AAAI 2025 JUREX-4E: Juridical Expert-Annotated Four-Element Knowledge Base for Legal Reasoning EMNLP 2025 LEEC for Judicial Fairness: A Legal Element Extraction Dataset with Extensive Extra-Legal Labels IJCAI 2024