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8 papers in the last four weeks, up 167% on the four weeks before. 0.1% of all new papers.

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  1. LawCompass: Navigating from Legal QA to Multi-Agent Deep Research with Grounded Evidence

    Oct 1, 2026Xiaoxia Cheng, Linnan Wang, Jiahao Ma +5Multi-Agent LLM SystemsLegal IR

    Anhui University · Tsinghua University

  2. ARGUS: Role-Aware Event Knowledge Graphs for U.S. Employment-Discrimination Complaints

    Sep 24, 2026Sriram Kannan, Swetha Saseendran, Vishnu Vardhan Reddy Kandi +3KG ConstructionDocument Information Extraction

    University of Massachusetts Amherst · Bloomberg

  3. Automated Regulatory Compliance Question Answering in Financial Services with Domain-Adapted Retrieval-Augmented Generation

    Sep 24, 2026Tobias Deußer, Abhishek Pillai, Aurelio F. Bariviera +5Retrieval-Augmented GenerationLegal QA

    University of Bonn, Bonn, Germany · Lamarr-Institute for Machine Learning and Artificial Intelligence, Bonn, Germany · Universitat Rovira i Virgili, Reus, Spain +1

  4. Cross-Lingual Legal QA for Vietnamese Labour Law: Retrieval, Translation, and Verifier-Guided Correction

    Sep 23, 2026Nguyen Minh Chi, Mo El-Haj, Nguyen Ha Thanh +2LLM Answer VerificationLegal Citation Verification

    VinUniversity, Vietnam · Lancaster University, UK · Cardiff University, UK

  5. LEGO: Synergizing Expert GraphRAG and Expert Chain-of-Thought for Legal Reasoning

    Sep 22, 2026Qingjing Chen, Junkai Zhang, Shaochun Wang +7LLM Reasoning with GraphsGraph Retrieval-Augmented Generation

    Alma AI, University of Bologna, Italy · Tsinghua University, China · Modelbest Inc. +2

  6. Efficient LLM Distillation for Bangladesh Legal Context: A Smartphone-Compatible Retrieval-Augmented Generation Model

    Sep 21, 2026MD. Nafis Kamal, Mahadi Hasan Fahim, Talha Ridwan +4Retrieval-Augmented GenerationLegal NLP

    Computer Science and Engineering BRAC University Dhaka, Bangladesh

  7. PRISM-RAG: Multimodal Hypergraph Retrieval-Augmented Generation for Tobacco Product and Legislative Policy Reasoning

    Sep 20, 2026Manuel Serna-Aguilera, Raegan Anderes, Page Dobbs +1Multimodal RAGLegal IR

    Fay W. Boozman College of Public Health, University of Arkansas for Medical Sciences, Little Rock, Arkansas, 72205

  8. GANDR: Claim Auditing for Verifiable Legal Answer Generation

    Sep 9, 2026Chen Qian, Yimeng Wang, Yu Chen +2LLM Answer VerificationLegal Citation Verification

    William & Mary · Anytime AI

  9. KhatianDoc: A Human-Verified Benchmark Diagnosing Multimodal LLM Failure on Bengali Legal Land Records

    Sep 3, 2026Tasmiad Hasan, Arafat Zaman Ratul, Sarker Sadman Saalim +3Legal Document AnalysisLegal QA

    North South University, Dhaka, Bangladesh

  10. Do Small Models Use the Law You Give Them? Measuring Context Use on a Bilingual Bangladesh Legal Benchmark

    Aug 31, 2026Moniruzzaman Mahadi, Abrar Mohammed Tanzim Alam, Sayma Siddika Monalisa +3Multilingual Language Model EvaluationLLM Evaluation

    North South University · BRAC University

  11. Temporal Misgrounding in Legal RAG: A Versioned-Corpus Benchmark for French Tax Law

    Aug 10, 2026Rose Cymbler, Daniel Guez, Laurent FabreTemporal IRLegal QA

    Talia, Paris, France · Databricks

  12. Time Present and Time Past: Benchmarking Large Language Models on Temporally Evolving Document Understanding

    Aug 9, 2026Mahbub E Sobhani, Md. Faiyaz Abdullah Sayeedi, Fahmid Hasan Chowdhury +4LLM EvaluationDocument QA

    1BRAC University · 2United International University · 3North South University +1

  13. Do Small Models Use the Law You Give Them? Context-Injected Fine-Tuning for Legal QA in Bangladesh

    Jul 26, 2026Moniruzzaman Mahadi, Abrar Mohammed Tanzim Alam, Sayma Siddika Monalisa +3Multilingual Language Model EvaluationLLM Grounding

    Department of Electrical and Computer Engineering, North South University Dhaka, Bangladesh · Department of Computer Science and Engineering, BRAC University Dhaka, Bangladesh

  14. AILQA: Evaluating AI-Driven Legal Question Answering Systems for the Indian Legal System

    Jul 21, 2026Shubham Kumar Nigam, Shubham Kumar Mishra, Noel Shallum +2Retrieval-Augmented GenerationLegal NLP

    Computer Science and Engineering, Indian Institute of Technology, Kanpur, 208016, Uttar Pradesh, India. · School of Computer Science, University of Birmingham, Dubai, UAE. · Law, Symbiosis Law School, Pune, 411014, Maharashtra, India. +1

  15. Beyond Accuracy: How Humans Evaluate Legally Correct but Socially Controversial Legal Advice from Machines

    Jul 6, 2026Benjamin Minhao Chen, Zhiyu LiAI-Assisted Decision MakingLegal QA

    a Associate Professor, Faculty of Law, University of Hong Kong · b Associate Professor in Law and Policy, Durham Law School, Durham University

  16. Train, Retrieve, or Both? A Four-Arm Head-to-Head for Correct Statutory Citation on the Ontario Residential Tenancies Act

    Jun 18, 2026Ali Asaria, Tony Salomone, Deep GandhiSupervised Fine-TuningRetrieval-Augmented Generation

    Transformer Lab

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

    Jun 11, 2026Li Zhang, Yuzhen Shi, Yiran Hu +15LLM EvaluationLegal QA

    University of Pittsburgh · Alibaba Group · University of Waterloo +8

  18. An Ontology-Guided Multi-Anchor Graph Retrieval Framework for Traffic Legal Liability Determination

    Jun 10, 2026Xu Li, Shuqi Tian, Xun Han +2Graph Retrieval-Augmented GenerationLegal QA

    Southwest Petroleum University, Chengdu, Sichuan, China · Sichuan Police College, Luzhou, Sichuan, China

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

    Jun 2, 2026Mohamed Hesham Elganayni, Selim SalehCross-Encoder RerankingFeature Attribution

    Technical University of Munich, Munich, Germany

  20. TrafficRAG: A Multimodal RAG Framework for Traffic Accident Liability Determination

    Jun 1, 2026Xu Li, Zedong Fu, Xinyi Li +1Multimodal RAGIntelligent Transportation Systems

    Southwest Petroleum University, China · Sichuan Police College, China

  21. Which Institutional Frameworks Do Chatbots Assume? Auditing Jurisdictional Defaults in Multilingual LLMs

    May 29, 2026Zhizhi Wang, Harini SureshMultilingual Language Model EvaluationLLM Auditing

    Brown University

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

    May 28, 2026Nazarii ShportunLLM GroundingLegal QA

    Independent Researcher

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

    May 28, 2026Ethan Zhao, Maksym Taranukhin, Wei Cui +2Retrieval-Augmented GenerationLegal QA

    Department of Computer Science, University of British Columbia · Vector Institute · Peter A. Allard School of Law, University of British Columbia +1

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

    May 28, 2026Yeong-Joon Ju, Seong-Whan LeeGraph Retrieval-Augmented GenerationLegal QA

    Department of Artificial Intelligence, Korea University

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

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

    Cairo, Egypt

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

    May 25, 2026Wei Fan, Yining Zhou, Mufan Zhang +8Agentic SearchLegal QA

    Department of Computer Science and Engineering, HKUST, Hong Kong SAR, China · Cheriton School of Computer Science, University of Waterloo, Waterloo, Canada · School of Law, Tsinghua University, Beijing, China

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

    May 23, 2026Jihyung lee, Hyounghun Kim, Gary LeeMulti-Hop QALegal IR

    Graduate School of Artificial Intelligence, POSTECH, Republic of Korea · Department of Computer Science and Engineering, POSTECH, Republic of Korea

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

    May 22, 2026Max Prior, Andreas Schultz, Matthias GrabmairRetrieval-Augmented GenerationTemporal IR

    Technical University of Munich Garching near Munich, Germany

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

    May 20, 2026Souvick Das, Sallam Abualhaija, Domenico BianculliLegal IRLegal QA

    University of Luxembourg

  30. Chunking German Legal Code

    May 19, 2026Max Prior, Natalia Milanova, Andreas SchultzDocument ChunkingRetrieval-Augmented Generation

    Technical University of Munich, Boltzmannstraße 3, 85748 Garching near Munich

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

    May 14, 2026George Boateng, Philemon Badu, Patrick Agyeman-Budu +6Generative AI in EducationLegal QA

    ETH Zurich, Switzerland · Kwame AI Inc., U.S. · Charité - Universitätsmedizin Berlin, Germany

  32. NyayaAI: An AI-Powered Legal Assistant Using Multi-Agent Architecture and Retrieval-Augmented Generation

    May 11, 2026Deepanshu, Divi Saxena, Deepali Rana +2Multi-Agent LLM SystemsLegal IR

    School of Computer Science UPES, Dehradun, India

  33. MAP-Law: Coverage-Driven Retrieval Control for Multi-Turn Legal Consultation

    May 2, 2026Qinchuan Cheng, Jiaqi Liu, Ruixuan Xie +2Adaptive RetrievalAgentic RAG

    1Xi’an Jiaotong University · 2Sichuan University · 3Southwestern University of Finance and Economics +1

  34. Navigating Global AI Regulation: A Multi-Jurisdictional Retrieval-Augmented Generation System

    Apr 28, 2026Courtney Ford, Ojas Rane, Susan LeavyRetrieval-Augmented GenerationLegal QA

    School of Information & Communication Studies, University College Dublin, Ireland · Insight Centre for Data Analytics, Dublin, Ireland · School of Bimolecular & Biomedical Science, University College Dublin, Ireland

  35. Exploiting LLM-as-a-Judge Disposition on Free Text Legal QA via Prompt Optimization

    Apr 22, 2026Mohamed Hesham Elganayni, Runsheng Chen, Sebastian Nagl +1LLM EvaluationLLM-as-a-Judge

    Technical University of Munich Germany

  36. Retrieval Augmented Generation Framework for the Nepali Legal Domain Question Answering

    Apr 20, 2026Samir Wagle, Abiral Adhikari, Reewaj Khanal +4Retrieval-Augmented GenerationLegal NLP

    Information and Language Processing Research Lab Kathmandu University , Dhulikhel, Kavre, Nepal · School of Law Kathmandu Universit; Dhulikhel, Kavre, Nepal · Dublin City University Dublin, Ireland

  37. L-MARS: Legal Multi-Agent System with Agentic Search and Citation-Faithfulness Audit

    Aug 31, 2025Boqin Yuan, Ziqi WangLegal Citation VerificationAgentic Search

    University of California, San Diego, USA · University of Southern California, USA