AI for Law

AILaw

AI for Law transforms legal practices with tools and resources for legal text analysis, research, and decision-making.

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LexGenius: An Expert-Level Benchmark for Large Language Models in Legal General Intelligence Wenjin Liu Haoran Luo Xin Feng Xiang Ji Lijuan Zhou Rui Mao Jiapu Wang Shirui Pan Erik Cambria AILaw ELM 8 0 0 04 Dec 2025
Evaluating Legal Reasoning Traces with Legal Issue Tree Rubrics Jinu Lee Kyoung-Woon On Simeng Han Arman Cohan Julia Hockenmaier AILaw ELM 4 0 0 30 Nov 2025
How do we measure privacy in text? A survey of text anonymization metrics Yaxuan Ren Krithika Ramesh Yaxing Yao Anjalie Field AILaw 0 0 0 30 Nov 2025
RAG System for Supporting Japanese Litigation Procedures: Faithful Response Generation Complying with Legal Norms Yuya Ishihara Atsushi Keyaki Hiroaki Yamada Ryutaro Ohara Mihoko Sumida AILaw 40 0 0 28 Nov 2025
LegalWebAgent: Empowering Access to Justice via LLM-Based Web Agents Jinzhe Tan Karim Benyekhlef AILaw 3DV 68 0 0 28 Nov 2025
JBE-QA: Japanese Bar Exam QA Dataset for Assessing Legal Domain Knowledge Zhihan Cao Fumihito Nishino Hiroaki Yamada Nguyen Ha Thanh Yusuke Miyao Ken Satoh ELM AILaw 36 0 0 28 Nov 2025
Towards Trustworthy Legal AI through LLM Agents and Formal Reasoning Linze Chen YuFan Cai Zhe Hou J. Dong AILaw ELM 231 0 0 26 Nov 2025
Large Language Models' Complicit Responses to Illicit Instructions across Socio-Legal Contexts Xing Wang Huiyuan Xie Y. Wang Chaojun Xiao Huimin Chen Holli Sargeant Felix Steffek Jie Shao Zhiyuan Liu Maosong Sun AILaw ELM 189 0 0 25 Nov 2025
Scoping Electronic Communication Privacy Rules: Data, Services and Values Joris van Hoboken Frederik Zuiderveen Borgesius AILaw 121 4 0 25 Nov 2025
A Longitudinal Measurement of Privacy Policy Evolution for Large Language Models Zhen Tao Shidong Pan Zhenchang Xing Emily Black Talia Gillis Chunyang Chen AILaw 4 0 0 24 Nov 2025
Who Owns the Knowledge? Copyright, GenAI, and the Future of Academic Publishing Dmitry Kochetkov AILaw 65 0 0 24 Nov 2025
Streamlining Industrial Contract Management with Retrieval-Augmented LLMs Kristi Topollai Tolga Dimlioglu A. Choromańska Simon Odie Reginald Hui AILaw 257 0 0 18 Nov 2025
How Should the Law Treat Future AI Systems? Fictional Legal Personhood versus Legal Identity Heather J. Alexander Jonathan A. Simon Frédéric Pinard AILaw 102 0 0 18 Nov 2025
Can LLMs Create Legally Relevant Summaries and Analyses of Videos? Lyra Hoeben-Kuil Gijs van Dijck Jaromír Šavelka Johanna Gunawan Konrad Kollnig Marta Kolacz Mindy Duffourc Shashank Chakravarthy Hannes Westermann AILaw ELM 262 0 0 15 Nov 2025
Structured Definitions and Segmentations for Legal Reasoning in LLMs: A Study on Indian Legal Data Mann Khatri Mirza Yusuf R. Shah Ponnurangam Kumaraguru AILaw ELM 117 0 0 14 Nov 2025
TermGPT: Multi-Level Contrastive Fine-Tuning for Terminology Adaptation in Legal and Financial Domain Yidan Sun Mengying Zhu Feiyue Chen Y. Wu Xiaolei Dan Mengyuan Yang Xiaolin Zheng Shenglin Ben AILaw 311 0 0 13 Nov 2025
ParliaBench: An Evaluation and Benchmarking Framework for LLM-Generated Parliamentary Speech Marios Koniaris Argyro Tsipi Panayiotis Tsanakas AILaw ELM 244 0 0 11 Nov 2025
Benchmarking Multi-Step Legal Reasoning and Analyzing Chain-of-Thought Effects in Large Language Models Wenhan Yu Xinbo Lin Lanxin Ni Jinhua Cheng Lei Sha LRM AILaw ELM 374 0 0 11 Nov 2025
Judging by the Rules: Compliance-Aligned Framework for Modern Slavery Statement Monitoring Wenhao Xu Akshatha Arodi Jian-Yun Nie Arsène Fansi Tchango AILaw 226 0 0 11 Nov 2025
Proceedings of the 2025 XCSP3 Competition Gilles Audemard Christophe Lecoutre Emmanuel Lonca AILaw 136 0 0 10 Nov 2025
Place Matters: Comparing LLM Hallucination Rates for Place-Based Legal Queries Damian Curran Vanessa Sporne Lea Frermann Jeannie Paterson AILaw ELM 236 0 0 10 Nov 2025
GRAPH-GRPO-LEX: Contract Graph Modeling and Reinforcement Learning with Group Relative Policy Optimization Moriya Dechtiar Daniel Martin Katz Mari Sundaresan Sylvain Jaume Hongming Wang AILaw 156 0 0 10 Nov 2025
Assessing the Reliability of Large Language Models in the Bengali Legal Context: A Comparative Evaluation Using LLM-as-Judge and Legal Experts Sabik Aftahee A.F.M. Farhad Arpita Mallik Ratnajit Dhar Jawadul Karim Nahiyan Bin Noor Ishmam Ahmed Solaiman AILaw ELM 152 0 0 07 Nov 2025
What Are the Facts? Automated Extraction of Court-Established Facts from Criminal-Court Opinions Klára Bendová Tomáš Knap Jan Černý Vojtěch Pour Jaromír Šavelka Ivana Kvapilíková Jakub Drápal AILaw 291 0 0 07 Nov 2025
Why Consciousness Should Explain Physical Phenomena: Toward a Testable Theory Yoshiyuki Ohmura Yasuo Kuniyoshi AILaw 287 0 0 06 Nov 2025
ASVRI-Legal: Fine-Tuning LLMs with Retrieval Augmented Generation for Enhanced Legal Regulation One Octadion Bondan Sapta Prakoso Nanang Yudi Setiawan N. Yudistira AILaw 216 0 0 05 Nov 2025
Hybrid Retrieval-Augmented Generation Agent for Trustworthy Legal Question Answering in Judicial Forensics Yueqing Xi Yifan Bai Huasen Luo Weiliang Wen Hui Liu Haoliang Li AILaw RALM 177 0 0 03 Nov 2025
Better Call CLAUSE: A Discrepancy Benchmark for Auditing LLMs Legal Reasoning Capabilities Manan Roy Choudhury Adithya Chandramouli Mannan Anand Vivek Gupta AILaw ELM 357 0 0 01 Nov 2025
IL-PCSR: Legal Corpus for Prior Case and Statute Retrieval Shounak Paul Dhananjay Ghumare Pawan Goyal Saptarshi Ghosh Ashutosh Modi AILaw 293 0 0 31 Oct 2025
GraphCompliance: Aligning Policy and Context Graphs for LLM-Based Regulatory Compliance Jiseong Chung Ronny Ko Wonchul Yoo Makoto Onizuka Sungmok Kim Tae-wan Kim Won-Yong Shin AILaw 169 0 0 30 Oct 2025
ReaKase-8B: Legal Case Retrieval via Knowledge and Reasoning Representations with LLMs Yanran Tang Ruihong Qiu Xue Li Zi Huang AILaw ELM 262 0 0 30 Oct 2025
Knowledge Graph Analysis of Legal Understanding and Violations in LLMs Abha Jha A. Salinas Fred Morstatter AILaw ELM 251 0 0 29 Oct 2025
A New Type of Axis-Angle Attitude Control Law for Rotational Systems: Synthesis, Analysis, and Experiments Francisco M. F. R. Gonçalves Ryan M. Bena N. O. Pérez-Arancibia AILaw 282 0 0 29 Oct 2025
Integrating Legal and Logical Specifications in Perception, Prediction, and Planning for Automated Driving: A Survey of Methods Kumar Manas Mert Keser Alois Knoll AILaw 323 0 0 29 Oct 2025
A Survey on Unlearning in Large Language Models Ruichen Qiu Jiajun Tan Jiayue Pu Honglin Wang Xiao-Shan Gao Fei Sun MU AILaw PILM 470 0 0 29 Oct 2025
Resource-Efficient LLM Application for Structured Transformation of Unstructured Financial Contracts Maruf Ahmed Mridul Oshani Seneviratne AILaw 257 0 0 28 Oct 2025
Law in Silico: Simulating Legal Society with LLM-Based Agents Yiding Wang Yuxuan Chen Fanxu Meng Xifan Chen Xiaolei Yang M. Zhang AILaw ELM 229 0 0 28 Oct 2025
Soppia: A Structured Prompting Framework for the Proportional Assessment of Non-Pecuniary Damages in Personal Injury Cases Jorge Alberto Araujo AILaw 144 0 0 24 Oct 2025
EU-Agent-Bench: Measuring Illegal Behavior of LLM Agents Under EU Law Ilija Lichkovski Alexander Müller Mariam Ibrahim Tiwai Mhundwa LLMAG AILaw ELM 212 0 0 24 Oct 2025
VLSP 2025 MLQA-TSR Challenge: Vietnamese Multimodal Legal Question Answering on Traffic Sign Regulation Son T. Luu Trung Vo Hiep Nguyen K. Tran Kiet Van Nguyen Vu Tran Ngan Luu-Thuy Nguyen Le-Minh Nguyen AILaw 167 0 0 23 Oct 2025
Do LLMs Truly Understand When a Precedent Is Overruled? Li Zhang Jaromír Šavelka Kevin D. Ashley AILaw ELM 275 0 0 23 Oct 2025
ChatGPT Unveils Its Limits: Principles of Law Deliver Checkmate Marianna Molinari Ilaria Angela Amantea Marinella Quaranta Guido Governatori AILaw ELM AI4MH 200 0 0 22 Oct 2025
From Answers to Guidance: A Proactive Dialogue System for Legal Documents Ashish Chouhan Michael Gertz AILaw 229 0 0 22 Oct 2025
Metadata Extraction Leveraging Large Language Models Cuize Han Sesh Jalagam AILaw 197 0 0 22 Oct 2025
The Massive Legal Embedding Benchmark (MLEB) Umar Butler Abdur-Rahman Butler Adrian Lucas Malec AILaw ELM 143 0 0 22 Oct 2025
A Justice Lens on Fairness and Ethics Courses in Computing Education: LLM-Assisted Multi-Perspective and Thematic Evaluation Kenya S. Andrews Deborah Dormah Kanubala Kehinde Aruleba Francisco Enrique Vicente Castro Renata A Revelo FaML AILaw 154 0 0 21 Oct 2025
Na Prática, qual IA Entende o Direito? Um Estudo Experimental com IAs Generalistas e uma IA Jurídica Marina Soares Marinho Daniela Vianna Livy Real Altigran da Silva Gabriela Migliorini AILaw ELM 171 0 0 20 Oct 2025
Label Indeterminacy in AI & Law Cor Steging Tadeusz Zbiegień AILaw 246 0 0 20 Oct 2025
LawChain: Modeling Legal Reasoning Chains for Chinese Tort Case Analysis Huiyuan Xie Chenyang Li Huining Zhu Chubin Zhang Yuxiao Ye Zhenghao Liu Zhiyuan Liu AILaw ELM LRM 195 1 0 20 Oct 2025
Are LLMs Court-Ready? Evaluating Frontier Models on Indian Legal Reasoning Kush Juvekar Arghya Bhattacharya Sai Khadloya Utkarsh Saxena AILaw ELM 129 1 0 19 Oct 2025

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