Weixing Shen
9 papers · 2022–2026 · 4 venues · across top CS/AI venues
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large language model
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legal reasoning
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named entity recognition
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information extraction
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legal text
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event detection
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Papers
LexRel: Benchmarking Legal Relation Extraction for Chinese Civil Cases
ACL 2026
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
STARD: A Chinese Statute Retrieval Dataset Derived from Real-life Queries by Non-professionals
EMNLP 2024
The Devil is in the Details: On the Pitfalls of Event Extraction Evaluation
ACL 2023
Unsupervised Legal Evidence Retrieval via Contrastive Learning with Approximate Aggregated Positive
AAAI 2023
LEVEN: A Large-Scale Chinese Legal Event Detection Dataset
ACL 2022