Legal NLP

Accurate Legal Reasoning at Scale: Neuro-Symbolic Offloading and Structural Auditability for Robust Legal Adjudication ACL 2026 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 DefGen-Bench: A Benchmark for Chinese Criminal Defence Opinion Generation in LegalAI ACL 2026 Evaluating Structure-Aware Retrieval and Safety in Statute-Centric Legal QA ACL 2026 Factual State Discovery Benchmark: Evaluating Fact Elicitation in Polish Tax Law ACL 2026 Fine-Grained Semantic Comparison of Legal Documents using LLMs ACL 2026 FourCorners: Grounded Thai Legal Research over a Temporal Knowledge Graph ACL 2026 GLARE: Agentic Reasoning for Legal Judgment Prediction ACL 2026 GLIER: Generative Legal Inference and Evidence Ranking for Legal Case Retrieval 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 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 LexRel: Benchmarking Legal Relation Extraction for Chinese Civil Cases ACL 2026 LLM Agents in Law: Taxonomy, Applications, and Challenges ACL 2026 PLAWBENCH: A Rubric-Based Benchmark for Evaluating LLMs in Real-World Legal Practice ACL 2026 Sense and Sensitivity: “Reasoning” Models are More Robust, but can Diverge from Human Consensus in a Legal Interpretation Task CoNLL 2026 To Judge or Not to Judge: Can Large Language Models Leverage the Dispute Focus in Legal Judgment? ACL 2026 CourtReasoner: Can LLM Agents Reason Like Judges? EMNLP 2025 JurisGraph Insight Engine 1.0v: A Legal Question Answering System Based on Large Language Models and Knowledge Graphs ACML 2025 ProMALex: Progressive Modular Adapters for Multi-Jurisdictional Legal Language Modeling ACL 2025 UCL-Bench: A Chinese User-Centric Legal Benchmark for Large Language Models NAACL 2025 A Retrieval-Augmented Contrastive Framework for Legal Case Retrieval Based on Event Information ACML 2024 Teaching Natural Language Processing in Law School ACL 2024