Title
Automatic Legal Writing Evaluation of LLMs Ramon Pires Roseval Malaquias Junior Rodrigo Nogueira AILaw ELM 76 0 0 29 Apr 2025
Llama-3.1-FoundationAI-SecurityLLM-Base-8B Technical Report Paul Kassianik Baturay Saglam Alexander Chen Blaine Nelson Anu Vellore ... Hyrum Anderson Kojin Oshiba Omar Santos Yaron Singer Amin Karbasi PILM 53 0 0 28 Apr 2025
A Llama walks into the 'Bar': Efficient Supervised Fine-Tuning for Legal Reasoning in the Multi-state Bar Exam Rean Fernandes André Biedenkapp Frank Hutter Noor H. Awad ALM ELM LRM 29 0 0 07 Apr 2025
"Whose Side Are You On?" Estimating Ideology of Political and News Content Using Large Language Models and Few-shot Demonstration Selection Muhammad Haroon Magdalena Wojcieszak Anshuman Chhabra 33 0 0 23 Mar 2025
Fine-Tuning LLMs for Report Summarization: Analysis on Supervised and Unsupervised Data Swati Rallapalli Shannon Gallagher Andrew O. Mellinger Jasmine Ratchford Anusha Sinha Tyler Brooks William R. Nichols Nick Winski Bryan Brown 41 0 0 10 Mar 2025
Understanding the Limits of Lifelong Knowledge Editing in LLMs Lukas Thede Karsten Roth Matthias Bethge Zeynep Akata Tom Hartvigsen KELM CLL 70 2 0 07 Mar 2025
A Law Reasoning Benchmark for LLM with Tree-Organized Structures including Factum Probandum, Evidence and Experiences Jiaxin Shen Jinan Xu Huiqi Hu Luyi Lin Fei Zheng Guoyang Ma Fandong Meng Jie Zhou Wenjuan Han AILaw ELM 46 0 0 02 Mar 2025
Compressing Language Models for Specialized Domains Miles Williams G. Chrysostomou Vitor Jeronymo Nikolaos Aletras MQ 36 0 0 25 Feb 2025
LegalBench.PT: A Benchmark for Portuguese Law Beatriz Canaverde Telmo Pessoa Pires Leonor Melo Ribeiro Andre F. T. Martins AILaw ELM 54 0 0 22 Feb 2025
DCAD-2000: A Multilingual Dataset across 2000+ Languages with Data Cleaning as Anomaly Detection Yingli Shen Wen Lai Shuo Wang Xueren Zhang Kangyang Luo Alexander M. Fraser Maosong Sun 47 0 0 17 Feb 2025
FinMTEB: Finance Massive Text Embedding Benchmark Yixuan Tang Yi Yang AIFin 50 0 0 16 Feb 2025
Primus: A Pioneering Collection of Open-Source Datasets for Cybersecurity LLM Training Yao-Ching Yu Tsun-Han Chiang Cheng-Wei Tsai Chien-Ming Huang Wen-Kwang Tsao 42 4 0 16 Feb 2025
Domaino1s: Guiding LLM Reasoning for Explainable Answers in High-Stakes Domains Xu Chu Zhijie Tan Hanlin Xue Guanyu Wang Tong Mo Weiping Li ELM LRM 51 1 0 24 Jan 2025
LAW: Legal Agentic Workflows for Custody and Fund Services Contracts William Watson Nicole Cho Nishan Srishankar Zhen Zeng Lucas Cecchi Daniel Scott S. Siddagangappa Rachneet Kaur T. Balch Manuela Veloso AILaw 69 0 0 15 Dec 2024
Sparsing Law: Towards Large Language Models with Greater Activation Sparsity Yuqi Luo Chenyang Song Xu Han Y. Chen Chaojun Xiao Zhiyuan Liu Maosong Sun 44 3 0 04 Nov 2024
TransformLLM: Adapting Large Language Models via LLM-Transformed Reading Comprehension Text Iftach Arbel Yehonathan Refael Ofir Lindenbaum AILaw 16 0 0 28 Oct 2024
Natural Language Processing for the Legal Domain: A Survey of Tasks, Datasets, Models, and Challenges Farid Ariai Gianluca Demartini ELM AILaw VLM 36 4 0 25 Oct 2024
Bridge-Coder: Unlocking LLMs' Potential to Overcome Language Gaps in Low-Resource Code Jipeng Zhang Jianshu Zhang Yuanzhe Li Renjie Pi Rui Pan Runtao Liu Ziqiang Zheng Tong Zhang 26 0 0 24 Oct 2024
Opportunities and Challenges of Generative-AI in Finance Akshar Prabhu Desai Ganesh Satish Mallya Mohammad Luqman Tejasvi Ravi Nithya Kota Pranjul Yadav AIFin 31 2 0 21 Oct 2024
LAR-ECHR: A New Legal Argument Reasoning Task and Dataset for Cases of the European Court of Human Rights Odysseas S. Chlapanis D. Galanis Ion Androutsopoulos AILaw ELM 19 0 0 17 Oct 2024
Impacts of Continued Legal Pre-Training and IFT on LLMs' Latent Representations of Human-Defined Legal Concepts Shaun Ho AILaw 25 0 0 15 Oct 2024
Scalable Multi-Domain Adaptation of Language Models using Modular Experts Peter Schafhalter Shun Liao Yanqi Zhou Chih-Kuan Yeh Arun Kandoor James Laudon MoE 21 1 0 14 Oct 2024
Alignment Between the Decision-Making Logic of LLMs and Human Cognition: A Case Study on Legal LLMs Lu Chen Yuxuan Huang Yixing Li Yaohui Jin Shuai Zhao Zilong Zheng Quanshi Zhang 16 0 0 06 Oct 2024
Do We Need Domain-Specific Embedding Models? An Empirical Investigation Yixuan Tang Yi Yang AIFin 31 2 0 27 Sep 2024
The Factuality of Large Language Models in the Legal Domain Rajaa El Hamdani Thomas Bonald Fragkiskos D. Malliaros Nils Holzenberger Fabian M. Suchanek AILaw HILM 14 0 0 18 Sep 2024
Synthetic continued pretraining Zitong Yang Neil Band Shuangping Li Emmanuel Candès Tatsunori Hashimoto CLL SyDa 22 4 0 11 Sep 2024
LegiLM: A Fine-Tuned Legal Language Model for Data Compliance Linkai Zhu Lu Yang Chaofan Li Shanwen Hu Lu Liu Bin Yin AILaw 16 0 0 09 Sep 2024
Revolutionizing Database Q&A with Large Language Models: Comprehensive Benchmark and Evaluation Yihang Zheng Bo-wen Li Zhenghao Lin Yi Luo Xuanhe Zhou Chen Lin Jinsong Su Guoliang Li Shifu Li ELM 36 1 0 05 Sep 2024
Plug, Play, and Fuse: Zero-Shot Joint Decoding via Word-Level Re-ranking Across Diverse Vocabularies Sai Koneru Matthias Huck M. Exel Jan Niehues 16 0 0 21 Aug 2024
ELLA: Empowering LLMs for Interpretable, Accurate and Informative Legal Advice Yutong Hu Kangcheng Luo Yansong Feng AILaw ELM 19 0 0 13 Aug 2024
Extend Model Merging from Fine-Tuned to Pre-Trained Large Language Models via Weight Disentanglement Le Yu Bowen Yu Haiyang Yu Fei Huang Yongbin Li MoMe 27 5 0 06 Aug 2024
SaulLM-54B & SaulLM-141B: Scaling Up Domain Adaptation for the Legal Domain Pierre Colombo T. Pires Malik Boudiaf Rui Melo Dominic Culver Sofia Morgado Etienne Malaboeuf Gabriel Hautreux Johanne Charpentier Michael Desa ELM AILaw ALM 29 7 0 28 Jul 2024
LawLLM: Law Large Language Model for the US Legal System Dong Shu Haoran Zhao Xukun Liu David Demeter Mengnan Du Yongfeng Zhang AILaw ELM 16 6 0 27 Jul 2024
CMR Scaling Law: Predicting Critical Mixture Ratios for Continual Pre-training of Language Models Jiawei Gu Zacc Yang Chuanghao Ding Rui Zhao Fei Tan CLL 39 3 0 24 Jul 2024
Retrieval-Augmented Generation for Natural Language Processing: A Survey Shangyu Wu Ying Xiong Yufei Cui Haolun Wu Can Chen ... Lianming Huang Xue Liu Tei-Wei Kuo Nan Guan C. Xue 3DV RALM 27 25 0 18 Jul 2024
Can Large Language Models Generate High-quality Patent Claims? Lekang Jiang Caiqi Zhang Pascal A Scherz Stephan Goetz ELM 21 3 0 27 Jun 2024
eagerlearners at SemEval2024 Task 5: The Legal Argument Reasoning Task in Civil Procedure Hoorieh Sabzevari Mohammadmostafa Rostamkhani Sauleh Eetemadi AILaw ELM 20 0 0 24 Jun 2024
InternLM-Law: An Open Source Chinese Legal Large Language Model Zhiwei Fei Songyang Zhang Xiaoyu Shen Dawei Zhu Xiao Wang ... Yining Li Wenwei Zhang Dahua Lin Kai Chen Jidong Ge ELM AILaw 41 3 0 21 Jun 2024
Input Conditioned Graph Generation for Language Agents Lukas Vierling Jie Fu Kai Chen LLMAG 45 2 0 17 Jun 2024
GoldCoin: Grounding Large Language Models in Privacy Laws via Contextual Integrity Theory Wei Fan Haoran Li Zheye Deng Weiqi Wang Yangqiu Song AILaw 20 8 0 17 Jun 2024
A Survey on Large Language Models from General Purpose to Medical Applications: Datasets, Methodologies, and Evaluations Jinqiang Wang Huansheng Ning Yi Peng Qikai Wei Daniel Tesfai Wenwei Mao Tao Zhu Runhe Huang LM&MA AI4MH ELM 33 4 0 14 Jun 2024
Large Language Model (LLM) for Telecommunications: A Comprehensive Survey on Principles, Key Techniques, and Opportunities Hao Zhou Chengming Hu Ye Yuan Yufei Cui Yili Jin ... Di Wu Xue Liu Charlie Zhang Xianbin Wang Jiangchuan Liu 27 11 0 17 May 2024
Juru: Legal Brazilian Large Language Model from Reputable Sources Roseval Malaquias Junior Ramon Pires R. Romero R. Nogueira ELM AILaw 14 0 0 26 Mar 2024
CroissantLLM: A Truly Bilingual French-English Language Model Manuel Faysse Patrick Fernandes Nuno M. Guerreiro António Loison Duarte M. Alves ... François Yvon André F.T. Martins Gautier Viaud C´eline Hudelot Pierre Colombo 39 33 0 01 Feb 2024
Better Call GPT, Comparing Large Language Models Against Lawyers Lauren Martin Nick Whitehouse Stephanie Yiu Lizzie Catterson Rivindu Perera AILaw ELM 136 15 0 24 Jan 2024
BLT: Can Large Language Models Handle Basic Legal Text? Andrew Blair-Stanek Nils Holzenberger Benjamin Van Durme AILaw ELM 27 7 0 16 Nov 2023
LegalBench: Prototyping a Collaborative Benchmark for Legal Reasoning Neel Guha Daniel E. Ho Julian Nyarko Christopher Ré AILaw ELM 97 16 0 13 Sep 2022
Pile of Law: Learning Responsible Data Filtering from the Law and a 256GB Open-Source Legal Dataset Peter Henderson M. Krass Lucia Zheng Neel Guha Christopher D. Manning Dan Jurafsky Daniel E. Ho AILaw ELM 127 94 0 01 Jul 2022
Deduplicating Training Data Makes Language Models Better Katherine Lee Daphne Ippolito A. Nystrom Chiyuan Zhang Douglas Eck Chris Callison-Burch Nicholas Carlini SyDa 234 447 0 14 Jul 2021
The Pile: An 800GB Dataset of Diverse Text for Language Modeling Leo Gao Stella Biderman Sid Black Laurence Golding Travis Hoppe ... Horace He Anish Thite Noa Nabeshima Shawn Presser Connor Leahy AIMat 236 1,508 0 31 Dec 2020