Legal Document Analysis

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  1. In With the Old: Enhancing 'Classical' Document Automation with Generative AI

    Oct 5, 2026Marc Lauritsen, Hannes WestermannLegal Document AnalysisText Generation

    Capstone Practice Systems, Harvard, Massachusetts · Maastricht Law and Tech Lab, Maastricht University, Maastricht, Netherlands

  2. ARCCS: An Automated Regulatory Compliance Checking System

    Oct 1, 2026Giorgos Filandrianos, José Menezes, Chrysoula Zerva +1Legal NLPLegal Document Analysis

    Instituto de Telecomunicações · AILS Lab; ECE, National Technical University of Athens · Instituto de Telecomunicações/IST, Universidade de Lisboa +1

  3. 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

  4. ContraVis: Evidence-Grounded Visual Analytics for Contradiction Review in Legal Contracts

    Sep 22, 2026Luis Sante, Paula Lima, Mariana Rocha +1LLM Reasoning with GraphsLegal Document Analysis

    School of Applied Mathematics, Fundac¸˜ao Getulio Vargas (FGV)

  5. Mining Legal Arguments in U.S. Corporate Case Law

    Sep 21, 2026Luis Brena, William Jurayj, Gregory Deyesu +3Argument MiningLegal IR

    Johns Hopkins University · University of Maryland School of Law

  6. 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

  7. When Can a Machine Trust a Statute? A Survival Certificate for Machine-Extracted Legal Logic

    Sep 1, 2026Surya SakaAlgorithmic AuditingLegal Document Analysis

    JudicialMind

  8. SoK: From Generation to Consumption of Privacy Documents in Software Systems

    Aug 12, 2026Shidong Pan, Clark LaChance, Zhen Tao +1Document Information ExtractionLegal Document Analysis

    New York University, USA · University of Maine, USA · Technical University of Munich, Germany

  9. Who Gets Heeded? An Obligation-Level Audit of Responsiveness in EPA Rulemaking

    Aug 11, 2026Jianing Fan, Yue YaoAlgorithmic AuditingLegal Document Analysis

    Columbia University New York, NY, USA

  10. ANNOTARES: A Dataset for Extracting Logical Structures from German Statutory Texts

    Aug 4, 2026Ronja Schwarz, Jannik StrötgenLegal NLPLegal Document Analysis

    Karlsruhe University of Applied Sciences Moltkestr. 30, 76133 Karlsruhe, Germany

  11. Annotating Topical Legal Insights from Case Proceedings

    Jul 30, 2026Subinay Adhikary, Dwaipayan Roy, Debasis Ganguly +2Legal NLPHuman-in-the-Loop Annotation

    Indian Institute of Science Education and Research Kolkata, India · University of Glasgow, United Kingdom · West Bengal National University of Juridical Sciences, India

  12. Stop Removing Stopwords: How an Inherited Preprocessing Default Distorts Legal Text-as-Data

    Jul 21, 2026Gregory M. DickinsonLegal NLPText Classification

    The University of Nebraska College of Law, Lincoln, Nebraska, United States

  13. Enabling Multilingual Privacy Policy Audits: Large-Scale Analysis of Spanish Mobile Apps

    Jul 20, 2026Marcos Moran, David Rodriguez, Luka Nenadic +2Privacy AuditingMultilingual Language Model Evaluation

    1, 2, 5Universidad Politécnica de Madrid · 2, 5Information Processing and Telecommunications Center · 3ETH Zurich +1

  14. BLAD: A Historically Contextualized, Multilingual Dataset of Bangladeshi Legal Acts (1799 to 2025)

    Jul 19, 2026Adib SakhawatLegal NLPLegal Document Analysis

    Systems and Software Lab (SSL) · Department of Computer Science and Engineering · Department of Computer Science and Engineering Islamic University of Technology, Dhaka, Bangladesh

  15. A Systematic Evaluation of Traditional Privacy Policy Analysis Tools Against LLMs

    Jul 19, 2026Madhav Aryal, Sudipa Saha, Sunil Manandhar +2Privacy AuditingLLM Evaluation

    University of South Florida · IBM T.J. Watson Research Center

  16. DECODEM: Data Extraction from Corporate Organizational Documents via Enhanced Methods

    Jul 17, 2026Jens FrankenreiterDocument Information ExtractionLegal Document Analysis

    Washington University in St. Louis School of Law

  17. PRecG: Legal Precedent Retrieval with Graph Neural Networks and Rhetorical Role Segmentation

    Jul 10, 2026Devanshu Verma, Vasudha Bhatnagar, Vikas Kumar +1Graph Neural NetworksLegal IR

    aUniversity of Delhi, Delhi, India · bIBM Research, Bengaluru, India

  18. Inject or Navigate? Token-Efficient Retrieval for LLM Analysis of Transactional Legal Documents

    Jul 7, 2026Mahmoud Hany, Mourad ElSheraey, Mahmoud Said +1LLM Inference EfficiencyLegal IR

    Syntheia Pty Ltd

  19. From Regulation to Requirements: An Automated Requirement Derivation and Explanation Pipeline

    Jul 5, 2026Pavithra PM Nair, Preethu Rose AnishRequirements EngineeringLegal Document Analysis

    Tata Consultancy Services

  20. PolicyGuard: From Organizational Policies to Neuro-SymbolicCompliance Review Engines

    Jun 30, 2026Sameer Malik, Ayush Singh, Amar Prakash AzadLegal Document AnalysisNeuro-Symbolic Reasoning

    1Fujitsu Research India Private Limited, Bengaluru, India

  21. LLM-Guided Planning for Multi-hop Reasoning over Multimodal Nuclear Regulatory Documents

    Jun 28, 2026Mingyu Jeon, Bokyeong Kim, Suwan Cho +2Retrieval-Augmented GenerationLegal Document Analysis

    1MODULABS, Seoul, Republic of Korea · 2Korea Atomic Energy Research Institute, Daejeon, Republic of Korea · University of Science & Technology, Daejeon, Republic of Korea

  22. Freeing the Law with LOCUS: A Local Ordinance Corpus for the United States

    Jun 17, 2026Denis Peskoff, Joe Barrow, Christopher Vu +1Legal IRLegal Document Analysis

    1UC Berkeley · School of Information · 3Independent

  23. LAUKIN: A Multi-jurisdictional Common Law Contract Dataset

    Jun 11, 2026Amrita Singh, Aditya Joshi, Jiaojiao Jiang +2Legal NLPPairwise Comparison

    Computer Science and Engineering, UNSW, Sydney, Australia · Law and Justice, UNSW, Sydney, Australia

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

    Jun 8, 2026Jian Chen, Siyuan Li, Chucheng Wan +1Logical ReasoningLegal NLP

    The Hong Kong University of Science and Technology (Guangzhou) Guangzhou, China · Sun Yat-Sen University Guangzhou, China

  25. HKJudge: A Legal Discourse-Annotated Corpus for Interpreting What Courts Find, How They Reason, and What They Rule

    Jun 4, 2026Xi Xuan, Wenxin Zhang, Yufei Zhou +2Legal NLPDocument Information Extraction

    City University of Hong Kong · University of Chinese Academy of Sciences

  26. EURO-5K: When Does Domain Pretraining Matter? Benchmarking Transformers for EU Reporting Obligation Extraction

    Jun 2, 2026Marios Koniaris, Vasileios Kotronis, Eugenia Giannini +1Language Model PretrainingLegal NLP

    Division of Computer Science, School of Electrical and Computer Engineering, National Technical University of Athens, Iroon Polytechniou 9, Zographou Campus, 15780, Athens, Greece. · Department of Humanities Social Sciences and Law, School of Applied Mathematical and Physical Sciences, National Technical University of Athens, Iroon Polytechniou 9, Zographou Campus, 15780, Athens, Greece.

  27. Digging Up Citations: FOSSIL, a Dataset and Workflow for Reference Extraction in Law and the Humanities

    May 31, 2026Luca Foppiano, Christian BoulangerDocument Information ExtractionLegal Document Analysis

    ScienciaLAB, Portugal · Max Planck Institute for Legal History and Legal Theory, Germany

  28. Bundesrecht: An Open Library and Corpus for German Statutory Reference Processing

    May 29, 2026Harshil Darji, Martin Heckelmann, Christina Kratsch +1Legal NLPLegal Document Analysis

    Hochschule für Technik und Wirtschaft Berlin, Germany · Hasso-Plattner Institute / University of Potsdam, Germany

  29. Traceable by Design: An LLM Pipeline and Dashboard for EU Regulatory Consultation Analysis

    May 29, 2026Thales Bertaglia, Haoyang Gui, Catalina Goanta +1LLM-Assisted AnnotationDocument Information Extraction

    Utrecht University, The Netherlands · Maastricht University, The Netherlands

  30. Enhancing BiGRU with a KAN Block for Legal Document Classification and Summarization

    May 27, 2026Ahmed Faizul Haque Dhrubo, Souvik Pramanik, Most. Aysha Siddika Sumona +4Recurrent Neural NetworksText Summarization

    Dept. of ECE North South University, Dhaka, Bangladesh