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Natural Language Processing
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Legal NLP
24 papers
Papers per year
2021: 1
1
2023: 1
1
2024: 1
1
2025: 3
3
2026: 18
18
Papers
APPSI-139: A Parallel Corpus of English Application Privacy Policy Summarization and Interpretation
ACL 2026
AutoTaskEval: Towards Domain-Specific and Fine-Grained Evaluation for LLMs
ACL 2026
PLAWBENCH: A Rubric-Based Benchmark for Evaluating LLMs in Real-World Legal Practice
ACL 2026
GLARE: Agentic Reasoning for Legal Judgment Prediction
ACL 2026
LLM Agents in Law: Taxonomy, Applications, and Challenges
ACL 2026
LexRel: Benchmarking Legal Relation Extraction for Chinese Civil Cases
ACL 2026
InsLogicBench: An Argumentation Logic Grounded Benchmark for Complex Insurance Claims Adjudication
ACL 2026
LegalChainReasoner: Grounding Criminal Judicial Opinion Generation via Structured Legal Chains
ACL 2026
GLIER: Generative Legal Inference and Evidence Ranking for Legal Case Retrieval
ACL 2026
To Judge or Not to Judge: Can Large Language Models Leverage the Dispute Focus in Legal Judgment?
ACL 2026
DefGen-Bench: A Benchmark for Chinese Criminal Defence Opinion Generation in LegalAI
ACL 2026
LegalGraphRAG: Multi-Agent Graph Retrieval-Augmented Generation for Reliable Legal Reasoning
ACL 2026
Legal Judgment Prediction: A Reflection on the State of the Art
ACL 2026
Evaluating Structure-Aware Retrieval and Safety in Statute-Centric Legal QA
ACL 2026
FourCorners: Grounded Thai Legal Research over a Temporal Knowledge Graph
ACL 2026
Fine-Grained Semantic Comparison of Legal Documents using LLMs
ACL 2026
Factual State Discovery Benchmark: Evaluating Fact Elicitation in Polish Tax Law
ACL 2026
Accurate Legal Reasoning at Scale: Neuro-Symbolic Offloading and Structural Auditability for Robust Legal Adjudication
ACL 2026
ProMALex: Progressive Modular Adapters for Multi-Jurisdictional Legal Language Modeling
ACL 2025
CourtReasoner: Can LLM Agents Reason Like Judges?
EMNLP 2025
UCL-Bench: A Chinese User-Centric Legal Benchmark for Large Language Models
NAACL 2025
Teaching Natural Language Processing in Law School
ACL 2024
LLMs – the Good, the Bad or the Indispensable?: A Use Case on Legal Statute Prediction and Legal Judgment Prediction on Indian Court Cases
EMNLP 2023
Factoring Statutory Reasoning as Language Understanding Challenges
ACL 2021
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