Legal Domain

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Period ending 2026-09-21

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  1. Peeking Inside LLMs: Leveraging Internal Artifacts of LLMs for Enhancing Reliability in Legal Classification

    Jun 18, 2026Sudipta Santra, Debtanu Datta, Saptarshi GhoshPredictive LawLegal Domain

  2. Human-on-the-Loop Orchestration for AI-Assisted Legal Discovery

    Jun 18, 2026Anushree Sinha, Srivaths Ranganathan, Abhishek Dharmaratnakar +1Legal DomainHuman-In-The-Loop

  3. FineREX: Fine-Tuned NER-RE for Human Smuggling Knowledge Graphs

    Jun 18, 2026Elijah Feldman, Dipak Meher, Carlotta DomeniconiRelation ExtractionKnowledge Graphs

  4. LegalWorld: A Life-Cycle Interactive Environment for Legal Agents

    Jun 17, 2026Songhan Zuo, Shengbin Yue, Tao Chiang +4Legal DomainUser Simulation

  5. TW-LegalBench: Measuring Taiwanese Legal Understanding

    Jun 17, 2026Fei-Yueh Chen, Chun Huang Lin, Chan Wei Hsu +4Legal DomainMultiple-Choice Questions

  6. The Measurement Gap in the Automation of EU Law: Benchmarking Doctrinal Legal Reasoning under the EU AI Act

    Jun 16, 2026Michèle FinckLegal DomainArtificial Intelligence Safety

  7. LegalHalluLens: Typed Hallucination Auditing and Calibrated Multi-Agent Debate for Trustworthy Legal AI

    Jun 16, 2026Lalit Yadav, Akshaj GurugubelliLegal DomainAlgorithm Auditing

  8. Legal Reasoning Is Not Lawyering: Rethinking Legal Benchmarks for Pro Se Access to Justice

    Jun 16, 2026Andrew Lou, David ShinLegal DomainArtificial Intelligence Benchmarks

  9. Know Your Limits : On the Faithfulness of LLMs as Solvers and Autoformalizers in Legal Reasoning

    Jun 15, 2026Olivia Peiyu Wang, Sanna Wong-Toropainen, Daneshvar Amrollahi +4Legal DomainAutoformalization

  10. Neuron Level Analysis of Large Language Model in Legal Domain Reasoning

    Jun 14, 2026Eri Onami, Youmi Ma, Shuhei Kurita +1Legal DomainMultilayer Perceptrons

  11. DLawBench: Evaluating LLMs Through Multi-Turn Legal Consultation

    Jun 11, 2026Li Zhang, Yuzhen Shi, Yiran Hu +15Legal Domain

  12. Which Models Perform Better in Inheritance Reasoning?

    Jun 11, 2026Mohammed Amine Mouhoub, Chahinez BouchekifLarge Language Model PerformanceLarge Language

  13. Beyond Probabilistic Similarity: Structural, Temporal, and Causal Limitations of Retrieval-Augmented Generation in the Legal Domain

    Jun 8, 2026Hudson de MartimLegal DomainCausal Reasoning

  14. LexRubric: A Rubric-Guided Diagnostic Benchmark for Open-Ended Legal Tasks

    Jun 8, 2026Yifan Chen, Haitao Li, Yiran Hu +6Legal DomainRubrics

  15. From Statute to Control Flow: Span-Grounded Deontic Trees for Defeasible Scope Parsing

    Jun 8, 2026Jian Chen, Siyuan Li, Chucheng Wan +1Predictive LawLegal Natural Language Processing Benchmarks

  16. Quantum-Inspired Trace-Augmented Evidence Selection for Reasoning over Structured Hypothesis Spaces

    Jun 5, 2026Laura Wynter, Nirvik Sahoo, Paul GriffinLegal DomainChain-of-Thought Reasoning

  17. Quantifying Media Representation Dynamics Across 25 Years of News Reporting on Policing-related Deaths

    Jun 5, 2026Farhan Samir, Jappun Dhillon, Meghna Ravikumar +2PolicingHeadlines

  18. Parthenon Law: A Self-Evolving Legal-Agent Framework

    Jun 3, 2026Hejia Geng, Leo LiuLegal DomainCompliance

  19. Re-Ranking Through an Attribution Lens for Citation Quality in Legal QA

    Jun 2, 2026Mohamed Hesham Elganayni, Selim SalehCitationsReranking

  20. On Wednesdays, We Ask Questions: Optimizing "Active Listening" in Automated Legal Triage and Referral

    May 29, 2026Quinten Steenhuis, Jacqueline HarveyLegal DomainElicitation

  21. Can You Trust What You See? Human and AI Detection of Synthetic Legal Evidence

    May 29, 2026Jinzhe Tan, Ali Ekber Cinar, Karim BenyekhlefArtificial Intelligence DetectionLegal Domain

  22. Scaling Multi-Hop Training Data via Graph-Constrained Path Selection

    May 29, 2026Pengyu Chen, Yonggang Zhang, Mingming Chen +3Reasoning PathsLegal Domain

  23. ImmigrationQA: A Source-Grounded Dataset and Small-Model Adaptation for U.S. Immigration Law

    May 28, 2026Nazarii ShportunRefugee OutcomesLegal Domain

  24. CanLegalRAGBench: Evaluating Retrieval-Augmented Generation on Canadian Case Law

    May 28, 2026Ethan Zhao, Maksym Taranukhin, Wei Cui +2Legal Domain

  25. A Predictive Law for On-Policy Self-Distillation From World Feedback

    May 28, 2026Tommy He, Jerome Sieber, Matteo SaponatiUnsupervised On-Policy Self-DistillationOn-Policy Distillation

  26. Citation-Closure Retrieval and Per-Rule Attribution for Real-World Regulatory Compliance Question Answering

    May 28, 2026Yeong-Joon Ju, Seong-Whan LeeComplianceCitations

  27. Multi-Legal-Bench: Evaluating LLMs on Legal Reasoning Across Jurisdictions, Languages, and Legal Traditions

    May 28, 2026Volodymyr OvcharovLegal DomainLegal Natural Language Processing Benchmarks

  28. The Cases LJP Never Sees: Prosecution Decision Prediction for More Complete Criminal Liability Assessment

    May 27, 2026Junyu Lu, Qi Wei, Peishuo Zheng +6Predictive LawLarge Language Model Decision-Making

  29. BenGER: Benchmarking LLM Systems on Subsumption-Based Legal Reasoning in German Law

    May 27, 2026Sebastian Nagl, Ann-Kristin Mayrhofer, Martin Heidebach +6Legal DomainGerman

  30. LegalGraphRAG: Multi-Agent Graph Retrieval-Augmented Generation for Reliable Legal Reasoning

    May 27, 2026Zerui Chen, Qinggang Zhang, Zhishang Xiang +5Legal DomainGraph-Llm Joint

  31. Maat: The Agentic Legal Research Assistant for Competition Protection

    May 26, 2026Basant Mounir, Farida Madkour, Amira Abdelaziz +1Legal DomainAgentic Search

  32. From Norms to Indicators (N2I-RAG): An Agentic Retrieval-Augmented Generation Framework for Legal Indicator Computation

    May 26, 2026Youssef Al Mouatamid, Marie Bonnin, Jihad ZahirLegal DomainLegal Natural Language Processing Benchmarks

  33. Which Changes Matter? Towards Trustworthy Legal AI via Relevance-Sensitive Evaluation and Solver-Grounded Reasoning

    May 26, 2026Chen Linze, Cai Yufan, Hou Zhe +1Legal DomainPredictive Law

  34. Retrieval-Augmented Detection of Potentially Abusive Clauses in Chilean Terms of Service

    May 25, 2026Christoffer Loeffler, Tomás Rey Pizarro, Daniel Ignacio Miranda Vásquez +1Legal Domain

  35. Can LLMs Time Travel? Enhancing Temporal Consistency in Legal Agentic Search through Reinforcement Learning

    May 25, 2026Wei Fan, Yining Zhou, Mufan Zhang +8Legal DomainAgentic Search

  36. TypedCSIP: Typed Counterfactual Pretraining for Chinese Legislative Conflict Classification

    May 25, 2026Yao LiuConflictCounterfactual Learning

  37. By Their Fruits You Will Know Them: Comparing Formalizations of Law by the Decisions They Encode

    May 24, 2026Julius Vernie, Matthias GrabmairLegal DomainFormalization

  38. Generating Legal Commentaries from Case Databases via Retrieval, Clustering, and Generation

    May 23, 2026Max Prior, Niklas Wais, Matthias GrabmairLegal DomainGerman

  39. Decompose-and-Refine: Structured Legal Question Answering with Parametric Retrieval

    May 23, 2026Jihyung lee, Hyounghun Kim, Gary LeeLegal DomainFew-Step

  40. Temporal Concept Drift in Legal Judgment Prediction: Neural Baselines Across Three Epochs of Ukrainian Court Decisions

    May 23, 2026Volodymyr OvcharovPredictive LawLegal Natural Language Processing Benchmarks

  41. Asking For An Old Friend: Diagnosing and Mitigating Temporal Failure Modes in LLM-based Statutory Question Answering

    May 22, 2026Max Prior, Andreas Schultz, Matthias GrabmairLegal DomainQuestion-Answer Pairs

  42. Comparing LLM and Fine-Tuned Model Performance on NVDRS Circumstance Extraction with Varying Prompt Complexity

    May 21, 2026Geoffrey Martin, Xuan Zhong Feng, Yifan PengCrime DomainSituation

  43. GradeLegal: Automated Grading for German Legal Cases

    May 20, 2026Abdullah Al Zubaer, Lorenz Wendlinger, Simon Alexander Nonn +2GradingLegal Domain

  44. Fine-grained Claim-level RAG Benchmark for Law

    May 20, 2026Souvick Das, Sallam Abualhaija, Domenico BianculliLegal DomainHievi-Rag

  45. Verifiable Provenance and Watermarking for Generative AI: An Evidentiary Framework for International Operational Law and Domestic Courts

    May 20, 2026Gustav Olaf Yunus Laitinen-Fredriksson Lundström-Imanov, Nurana AbdullayevaWatermarkingGenerative Artificial Intelligence

  46. LP-Eval: Rubric and Dataset for Measuring the Quality of Legal Proposition Generation

    May 19, 2026Shanshan Xu, Johan Lindholm, Amogh Raina +2Legal DomainRubrics

  47. Chunking German Legal Code

    May 19, 2026Max Prior, Natalia Milanova, Andreas SchultzLegal DomainChunk

  48. Validate Your Authority: Benchmarking LLMs on Multi-Label Precedent Treatment Classification

    May 17, 2026M. Mikail Demir, M. Abdullah CanbazLegal DomainMulti-Label Classification

  49. Temporal Decay of Co-Citation Predictability: A 20-Year Statute Retrieval Benchmark from 396M Ukrainian Court Citations

    May 17, 2026Volodymyr OvcharovPredictive LawCitations

  50. Visual Timelines of Police Encounters in Body-Worn Camera Footage: Operational Context and Activity Cataloging for Training and Analysis in OpenBWC

    May 16, 2026Angela Srbinovska, Christopher Homan, Adrian Martin +1PolicingVideo Surveillance

  51. Retrieval-Based Multi-Label Legal Annotation: Extensible, Data-Efficient and Hallucination-Free

    May 16, 2026Li Zhang, Jaromir Savelka, Kevin AshleyLegal DomainMulti-Label Classification

  52. Ontology for Policing: Conceptual Knowledge Learning for Semantic Understanding and Reasoning in Law Enforcement Reports

    May 15, 2026Anita Srbinovska, Jansen Orfan, Adrian Martin +1PolicingOntology

  53. Eskwai for Students: Generative AI Assistant for Legal Education in Ghana

    May 14, 2026George Boateng, Philemon Badu, Patrick Agyeman-Budu +6Legal DomainGenerative Artificial Intelligence

  54. Automatic Construction of a Legal Citation Graph from 100 Million Ukrainian Court Decisions: Large-Scale Extraction, Topological Analysis, and Ontology-Driven Clustering

    May 14, 2026Volodymyr OvcharovLegal DomainCitations

  55. Identifying Culprits Through Deep Deterministic Policy Gradient Deep Learning Investigation

    May 14, 2026Lata B T, Savitha N JCrime DomainDeep Learning

  56. Falkor-IRAC: Graph-Constrained Generation for Verified Legal Reasoning in Indian Judicial AI

    May 14, 2026Joy BoseLegal Domain

  57. Bridging Legal Interpretation and Formal Logic: Faithfulness, Assumption, and the Future of AI Legal Reasoning

    May 13, 2026Olivia Peiyu Wang, Leilani H. GilpinLegal DomainNeuro-Symbolic Framework

  58. LegalCheck: Retrieval- and Context-Augmented Generation for Drafting Municipal Legal Advice Letters

    May 12, 2026Virgill van der Meer, Julien RossiLegal DomainArtificial Intelligence Governance

  59. What should post-training optimize? A test-time scaling law perspective

    May 11, 2026Muheng Li, Jian Qian, Wenlong MouLLM Post-Training MethodsTest Time

  60. LegalCiteBench: Evaluating Citation Reliability in Legal Language Models

    May 11, 2026Sijia Chen, Hang Yin, Shunfan ZhouLegal DomainCitations