Legal Syllogism Prompting: Teaching Large Language Models for Legal Judgment Prediction

17 July 2023

Papers citing "Legal Syllogism Prompting: Teaching Large Language Models for Legal Judgment Prediction"

27 / 27 papers shown

Title
SyLeR: A Framework for Explicit Syllogistic Legal Reasoning in Large Language Models Kepu Zhang Weijie Yu ZhongXiang Sun Jun Xu AILaw ELM LRM 54 0 0 05 Apr 2025
Tasks and Roles in Legal AI: Data Curation, Annotation, and Verification Allison Koenecke Jed Stiglitz David Mimno Matthew Wilkens AILaw ELM 77 0 0 02 Apr 2025
AnnoCaseLaw: A Richly-Annotated Dataset For Benchmarking Explainable Legal Judgment Prediction Magnus Sesodia Alina Petrova John Armour Thomas Lukasiewicz Oana-Maria Camburu P. Dokania Philip H. S. Torr Christian Schroeder de Witt AILaw ELM 38 1 0 28 Feb 2025
JUREX-4E: Juridical Expert-Annotated Four-Element Knowledge Base for Legal Reasoning Huanghai Liu Quzhe Huang Qingjing Chen Yiran Hu Jiayu Ma Yun Liu Weixing Shen Yansong Feng AILaw ELM 43 1 0 24 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 55 1 0 24 Jan 2025
Beyond Numeric Awards: In-Context Dueling Bandits with LLM Agents Fanzeng Xia Hao Liu Yisong Yue Tongxin Li 57 1 0 03 Jan 2025
Agents on the Bench: Large Language Model Based Multi Agent Framework for Trustworthy Digital Justice Cong Jiang Xiaolei Yang ELM LLMAG 38 0 0 24 Dec 2024
Athena: Retrieval-augmented Legal Judgment Prediction with Large Language Models Xiao Peng Liang Chen AILaw RALM ELM 22 1 0 15 Oct 2024
SocialGaze: Improving the Integration of Human Social Norms in Large Language Models Anvesh Rao Vijjini Rakesh R Menon Jiayi Fu Shashank Srivastava Snigdha Chaturvedi ALM 16 0 0 11 Oct 2024
Experimenting with Legal AI Solutions: The Case of Question-Answering for Access to Justice Jonathan Li R. Bhambhoria Samuel Dahan Xiaodan Zhu ELM AILaw 29 0 0 12 Sep 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 18 6 0 27 Jul 2024
LAPIS: Language Model-Augmented Police Investigation System Heedou Kim Dain Kim Jiwoo Lee Chanwoong Yoon Donghee Choi Mogan Gim Jaewoo Kang RALM 21 1 0 19 Jul 2024
It Cannot Be Right If It Was Written by AI: On Lawyers' Preferences of Documents Perceived as Authored by an LLM vs a Human Jakub Harasta Tereza Novotná Jaromír Šavelka ELM 37 6 0 09 Jul 2024
Enabling Discriminative Reasoning in LLMs for Legal Judgment Prediction Chenlong Deng Kelong Mao Yuyao Zhang Zhicheng Dou ELM AILaw 25 1 0 02 Jul 2024
Categorical Syllogisms Revisited: A Review of the Logical Reasoning Abilities of LLMs for Analyzing Categorical Syllogism Shi Zong Jimmy Lin ELM LRM 40 2 0 26 Jun 2024
Towards Supporting Legal Argumentation with NLP: Is More Data Really All You Need? T. Y. S. S Santosh Kevin D. Ashley Katie Atkinson Matthias Grabmair ELM AILaw 27 1 0 16 Jun 2024
Whose Emotions and Moral Sentiments Do Language Models Reflect? Zihao He Siyi Guo Ashwin Rao Kristina Lerman 34 12 0 16 Feb 2024
Chain of Logic: Rule-Based Reasoning with Large Language Models Sergio Servantez Joe Barrow Kristian J. Hammond R. Jain ReLM ELM AILaw LRM AI4CE 32 1 0 16 Feb 2024
(A)I Am Not a Lawyer, But...: Engaging Legal Experts towards Responsible LLM Policies for Legal Advice Inyoung Cheong King Xia K. J. Kevin Feng Quan Ze Chen Amy X. Zhang AILaw ELM 28 57 0 02 Feb 2024
Prospects for inconsistency detection using large language models and sheaves Steve Huntsman Michael Robinson Ludmilla Huntsman 20 4 0 30 Jan 2024
A Split-and-Privatize Framework for Large Language Model Fine-Tuning Xicong Shen Yang Liu Huiqi Liu Jue Hong Bing Duan Zirui Huang Yunlong Mao Ye Wu Di Wu 65 11 0 25 Dec 2023
Justifiable Artificial Intelligence: Engineering Large Language Models for Legal Applications Sabine Wehnert AILaw 29 4 0 27 Nov 2023
Enhancing Emergency Decision-making with Knowledge Graphs and Large Language Models Minze Chen Zhenxiang Tao Weitong Tang Tingxin Qin Rui Yang Chunli Zhu 19 19 0 15 Nov 2023
DISC-LawLLM: Fine-tuning Large Language Models for Intelligent Legal Services Shengbin Yue Wei Chen Siyuan Wang Bingxuan Li Chenchen Shen ... Yuxuan Zhou Yao Xiao Song Yun Xuanjing Huang Zhongyu Wei AILaw ELM 18 86 0 20 Sep 2023
Relabeling Minimal Training Subset to Flip a Prediction Jinghan Yang Linjie Xu Lequan Yu 20 1 0 22 May 2023
Large Language Models are Zero-Shot Reasoners Takeshi Kojima S. Gu Machel Reid Yutaka Matsuo Yusuke Iwasawa ReLM LRM 291 4,048 0 24 May 2022
Chain-of-Thought Prompting Elicits Reasoning in Large Language Models Jason W. Wei Xuezhi Wang Dale Schuurmans Maarten Bosma Brian Ichter F. Xia Ed H. Chi Quoc Le Denny Zhou LM&Ro LRM AI4CE ReLM 315 8,402 0 28 Jan 2022