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

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

International Conference on Artificial Intelligence and Law (ICAIL), 2023
17 July 2023
Cong Jiang
Xiaolei Yang
    ELMLRMAILaw
ArXiv (abs)PDFHTML

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

34 / 34 papers shown
Structured Definitions and Segmentations for Legal Reasoning in LLMs: A Study on Indian Legal Data
Structured Definitions and Segmentations for Legal Reasoning in LLMs: A Study on Indian Legal Data
Mann Khatri
Mirza Yusuf
R. Shah
Ponnurangam Kumaraguru
AILawELM
244
1
0
14 Nov 2025
LexChain: Modeling Legal Reasoning Chains for Chinese Tort Case Analysis
LexChain: Modeling Legal Reasoning Chains for Chinese Tort Case Analysis
Huiyuan Xie
Chenyang Li
Huining Zhu
Chubin Zhang
Yuxiao Ye
Zhenghao Liu
Zhiyuan Liu
AILawELMLRM
334
2
0
20 Oct 2025
Judging by Appearances? Auditing and Intervening Vision-Language Models for Bail Prediction
Judging by Appearances? Auditing and Intervening Vision-Language Models for Bail Prediction
Sagnik Basu
Shubham Prakash
Ashish Maruti Barge
Siddharth D. Jaiswal
A. Dash
Saptarshi Ghosh
Animesh Mukherjee
190
0
0
30 Sep 2025
MedLA: A Logic-Driven Multi-Agent Framework for Complex Medical Reasoning with Large Language Models
MedLA: A Logic-Driven Multi-Agent Framework for Complex Medical Reasoning with Large Language Models
Siqi Ma
Jiajie Huang
Bolin Yang
Fan Zhang
Jinlin Wu
Yue Shen
Guohui Fan
Zhu Zhang
LRM
147
5
0
28 Sep 2025
Large Language Models Meet Legal Artificial Intelligence: A Survey
Large Language Models Meet Legal Artificial Intelligence: A Survey
Zhitian Hou
Zihan Ye
Nanli Zeng
Tianyong Hao
Kun Zeng
AILawELM
172
4
0
12 Sep 2025
NomicLaw: Emergent Trust and Strategic Argumentation in LLMs During Collaborative Law-Making
NomicLaw: Emergent Trust and Strategic Argumentation in LLMs During Collaborative Law-Making
Asutosh Hota
Jussi P.P. Jokinen
AILaw
101
2
0
07 Aug 2025
CoCoLex: Confidence-guided Copy-based Decoding for Grounded Legal Text Generation
CoCoLex: Confidence-guided Copy-based Decoding for Grounded Legal Text GenerationAnnual Meeting of the Association for Computational Linguistics (ACL), 2025
Santosh T.Y.S.S
Youssef Tarek Elkhayat
Oana Ichim
Pranav Shetty
Dongsheng Wang
Zhiqiang Ma
Armineh Nourbakhsh
Xiaomo Liu
144
2
0
07 Aug 2025
Conditioning Large Language Models on Legal Systems? Detecting Punishable Hate Speech
Conditioning Large Language Models on Legal Systems? Detecting Punishable Hate Speech
Florian Ludwig
Torsten Zesch
Frederike Zufall
AILawELM
194
0
0
03 Jun 2025
LEXam: Benchmarking Legal Reasoning on 340 Law Exams
LEXam: Benchmarking Legal Reasoning on 340 Law Exams
Yu Fan
Jingwei Ni
Jakob Merane
Etienne Salimbeni
Yoan Hermstrüwer
...
Mrinmaya Sachan
Alexander Stremitzer
Christoph Engel
Elliott Ash
Joel Niklaus
AILawELM
589
17
0
19 May 2025
An Explicit Syllogistic Legal Reasoning Framework for Large Language Models
An Explicit Syllogistic Legal Reasoning Framework for Large Language Models
Kepu Zhang
Weijie Yu
Zhongxiang Sun
Jun Xu
AILawELMLRM
431
0
0
05 Apr 2025
Tasks and Roles in Legal AI: Data Curation, Annotation, and Verification
Tasks and Roles in Legal AI: Data Curation, Annotation, and Verification
Allison Koenecke
Jed Stiglitz
David Mimno
Matthew Wilkens
AILawELM
227
2
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
Juil Sock
Christian Schroeder de Witt
AILawELM
278
1
0
28 Feb 2025
JUREX-4E: Juridical Expert-Annotated Four-Element Knowledge Base for Legal Reasoning
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
AILawELM
242
4
0
24 Feb 2025
Domaino1s: Guiding LLM Reasoning for Explainable Answers in High-Stakes Domains
Domaino1s: Guiding LLM Reasoning for Explainable Answers in High-Stakes DomainsAnnual Meeting of the Association for Computational Linguistics (ACL), 2025
Xu Chu
Zhijie Tan
Hanlin Xue
Guanyu Wang
Tong Mo
Weiping Li
LRMELM
290
7
0
24 Jan 2025
Agents on the Bench: Large Language Model Based Multi Agent Framework
  for Trustworthy Digital Justice
Agents on the Bench: Large Language Model Based Multi Agent Framework for Trustworthy Digital Justice
Cong Jiang
Xiaolei Yang
ELMLLMAG
220
4
0
24 Dec 2024
Athena: Retrieval-augmented Legal Judgment Prediction with Large
  Language Models
Athena: Retrieval-augmented Legal Judgment Prediction with Large Language Models
Xiao Peng
Liang Chen
AILawRALMELM
142
2
0
15 Oct 2024
SocialGaze: Improving the Integration of Human Social Norms in Large
  Language Models
SocialGaze: Improving the Integration of Human Social Norms in Large Language ModelsConference on Empirical Methods in Natural Language Processing (EMNLP), 2024
Anvesh Rao Vijjini
Rakesh R Menon
Jiayi Fu
Shashank Srivastava
Snigdha Chaturvedi
ALM
255
4
0
11 Oct 2024
Experimenting with Legal AI Solutions: The Case of Question-Answering
  for Access to Justice
Experimenting with Legal AI Solutions: The Case of Question-Answering for Access to Justice
Jonathan Li
R. Bhambhoria
Samuel Dahan
Xiaodan Zhu
ELMAILaw
230
5
0
12 Sep 2024
LawLLM: Law Large Language Model for the US Legal System
LawLLM: Law Large Language Model for the US Legal SystemInternational Conference on Information and Knowledge Management (CIKM), 2024
Dong Shu
Haoran Zhao
Xukun Liu
David Demeter
Jundong Li
Yongfeng Zhang
AILawELM
209
64
0
27 Jul 2024
LAPIS: Language Model-Augmented Police Investigation System
LAPIS: Language Model-Augmented Police Investigation System
Heedou Kim
Dain Kim
Jiwoo Lee
Chanwoong Yoon
Donghee Choi
Mogan Gim
Jaewoo Kang
RALM
283
6
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
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
320
18
0
09 Jul 2024
Enabling Discriminative Reasoning in LLMs for Legal Judgment Prediction
Enabling Discriminative Reasoning in LLMs for Legal Judgment Prediction
Chenlong Deng
Kelong Mao
Yuyao Zhang
Zhicheng Dou
ELMAILaw
307
21
0
02 Jul 2024
Beyond Numeric Rewards: In-Context Dueling Bandits with LLM Agents
Beyond Numeric Rewards: In-Context Dueling Bandits with LLM Agents
Fanzeng Xia
Hao Liu
Yisong Yue
Tongxin Li
687
1
0
02 Jul 2024
Categorical Syllogisms Revisited: A Review of the Logical Reasoning
  Abilities of LLMs for Analyzing Categorical Syllogism
Categorical Syllogisms Revisited: A Review of the Logical Reasoning Abilities of LLMs for Analyzing Categorical Syllogism
Shi Zong
Jimmy Lin
ELMLRM
176
7
0
26 Jun 2024
Towards Supporting Legal Argumentation with NLP: Is More Data Really All
  You Need?
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
ELMAILaw
267
2
0
16 Jun 2024
Whose Emotions and Moral Sentiments Do Language Models Reflect?
Whose Emotions and Moral Sentiments Do Language Models Reflect?
Zihao He
Siyi Guo
Ashwin Rao
Kristina Lerman
328
19
0
16 Feb 2024
Chain of Logic: Rule-Based Reasoning with Large Language Models
Chain of Logic: Rule-Based Reasoning with Large Language Models
Sergio Servantez
Joe Barrow
Kristian J. Hammond
R. Jain
ReLMELMAILawLRMAI4CE
412
17
0
16 Feb 2024
(A)I Am Not a Lawyer, But...: Engaging Legal Experts towards Responsible
  LLM Policies for Legal Advice
(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
AILawELM
357
124
0
02 Feb 2024
Prospects for inconsistency detection using large language models and
  sheaves
Prospects for inconsistency detection using large language models and sheaves
Steve Huntsman
Michael Robinson
Ludmilla Huntsman
286
12
0
30 Jan 2024
A Split-and-Privatize Framework for Large Language Model Fine-Tuning
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
183
23
0
25 Dec 2023
Justifiable Artificial Intelligence: Engineering Large Language Models
  for Legal Applications
Justifiable Artificial Intelligence: Engineering Large Language Models for Legal Applications
Sabine Wehnert
AILaw
309
6
0
27 Nov 2023
Enhancing Emergency Decision-making with Knowledge Graphs and Large
  Language Models
Enhancing Emergency Decision-making with Knowledge Graphs and Large Language ModelsInternational Journal of Disaster Risk Reduction (IJDRR), 2023
Minze Chen
Zhenxiang Tao
Weitong Tang
Tingxin Qin
Rui Yang
Chunli Zhu
156
66
0
15 Nov 2023
DISC-LawLLM: Fine-tuning Large Language Models for Intelligent Legal
  Services
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
AILawELM
320
143
0
20 Sep 2023
Relabeling Minimal Training Subset to Flip a Prediction
Relabeling Minimal Training Subset to Flip a PredictionFindings (Findings), 2023
Jinghan Yang
Linjie Xu
Lequan Yu
381
3
0
22 May 2023
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