Accepted Papers

The following 12 papers have been accepted to DMAIL 2026.

  1. From Civic Laws to Executable Decisions: Auditing Delivery-Robot Constraints Against Civic Evidence
    Saumit Korada

  2. RagHarnessDebugger: Jev-Guided Agentic RAG in Contract Inference Repair Auditing
    Moriya Dechtiar, Daniel Martin Katz, Michael Bommarito, Hongming Wang, and Sylvain Jaume

  3. Priority Review and Submission Class Composition Across Recorded Approval Periods
    YaoYu Zhang and XiangYu Zhang

  4. Beyond Semantic Search: Metadata Constraint Extraction for Institutional Legal Retrieval
    David Guevara-Guevara, Carmen Vaca-Ruiz, Lissette Andrea Cabello Wilson, and Daniel Ochoa

  5. Lex Clara: A Bilingual Retrieval-Augmented Assistant for Citation-Grounded Access to State Traffic Law
    Alexander Tielens, Vitale Tillman, and Deepti Joshi

  6. Fine-Tuning Special LLMs for Designing Agentic Cross-Domain Patent Claim Generation Systems
    Johnson Huang

  7. Filters and Standing Shape the Data: Selection in Legal Decision Corpora
    Arun Kadambi, Venkat Kuppuswamy, and Sarah Ryan

  8. NAAFN@ALQAC 2026: Agentic Legal Outcome Prediction through Adaptive Retrieval and Multi-Perspective Reasoning
    Hai-An Nguyen, Ha-Phan Nguyen, Bao-Ngan Le, Duc-Huy Le, Tan-Minh Nguyen, Thi-Hai-Yen Vuong, and Xuan-Hieu Phan

  9. Can LLMs Pass the Turkish Law Exam?
    M. Mikail Demir

  10. Separating Reading from Deciding: Neuro-Symbolic Verification of LLM Answers on Vietnamese Traffic Law
    Hien Van Dam and Ha Thanh Nguyen

  11. Domain-Adaptation through Synthetic Data: Fine-Tuning Large Language Models for German Law
    Muhammad Rehan Khalid, Ali Hamza Bashir, Kostadin Cvejoski, Jule Berghaus, David Berghaus, Armin Berger, Rafet Shifa, Sandra Halscheidt, Jana Birr, and Christian Temath

  12. Retrieval Augmented Legal Reasoning for FIR to PPC Section Recommendation in Low Resource Urdu Legal NLP
    Malik Ahsan Ali, Sidra Tahir, and Tafseer Ahmed