Huanghai Liu
4 papers · 2024–2026 · 4 conferences · across top CS/AI conferences
Achievements
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🌉
Interdisciplinary Bridge
🧭
Keyword Pioneer
🌍
Conference Polyglot
(3)
🐝
Cross-Pollinator
(13)
Conferences
AAAI (1)
ACL (1)
EMNLP (1)
IJCAI (1)
Top co-authors
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