Cover Image

Distinguish Confusion in Legal Judgment Prediction via Revised Relation Knowledge

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Xu, Nuo, Wang, Pinghui, Zhao, Junzhou, Sun, Feiyang, Lan, Lin, Tao, Jing, Pan, Li, Guan, Xiaohong
Format:	Preprint
Published:	2024
Subjects:	Computation and Language Artificial Intelligence
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

How Vital is the Jurisprudential Relevance: Law Article Intervened Legal Case Retrieval and Matching
by: Xu, Nuo, et al.
Published: (2025)

Extracting Training Dialogue Data from Large Language Model based Task Bots
by: Zhang, Shuo, et al.
Published: (2026)

Legal Fact Prediction: The Missing Piece in Legal Judgment Prediction
by: Liu, Junkai, et al.
Published: (2024)

The Knowledge Alignment Problem: Bridging Human and External Knowledge for Large Language Models
by: Zhang, Shuo, et al.
Published: (2023)

GLARE: Agentic Reasoning for Legal Judgment Prediction
by: Yang, Xinyu, et al.
Published: (2025)

Athena: Retrieval-augmented Legal Judgment Prediction with Large Language Models
by: Peng, Xiao, et al.
Published: (2024)

Multimodal Multi-Agent Empowered Legal Judgment Prediction
by: Kang, Zhaolu, et al.
Published: (2026)

NyayaMind- A Framework for Transparent Legal Reasoning and Judgment Prediction in the Indian Legal System
by: Shukla, Parjanya Aditya, et al.
Published: (2026)

JurisCTC: Enhancing Legal Judgment Prediction via Cross-Domain Transfer and Contrastive Learning
by: Kang, Zhaolu, et al.
Published: (2025)

Japanese Tort-case Dataset for Rationale-supported Legal Judgment Prediction
by: Yamada, Hiroaki, et al.
Published: (2023)

From Graph to Word Bag: Introducing Domain Knowledge to Confusing Charge Prediction
by: Li, Ang, et al.
Published: (2024)

AnnoCaseLaw: A Richly-Annotated Dataset For Benchmarking Explainable Legal Judgment Prediction
by: Sesodia, Magnus, et al.
Published: (2025)

A Theoretical Analysis of Detecting Large Model-Generated Time Series
by: Hou, Junji, et al.
Published: (2025)

TathyaNyaya and FactLegalLlama: Advancing Factual Judgment Prediction and Explanation in the Indian Legal Context
by: Nigam, Shubham Kumar, et al.
Published: (2025)

Capturing Legal Reasoning Paths from Facts to Law in Court Judgments using Knowledge Graphs
by: Kondo, Ryoma, et al.
Published: (2025)

Beyond Guilt: Legal Judgment Prediction with Trichotomous Reasoning
by: Zhang, Kepu, et al.
Published: (2024)

Advantages of Domain Knowledge Injection for Legal Document Summarization: A Case Study on Summarizing Indian Court Judgments in English and Hindi
by: Datta, Debtanu, et al.
Published: (2026)

ReGal: A First Look at PPO-based Legal AI for Judgment Prediction and Summarization in India
by: Nigam, Shubham Kumar, et al.
Published: (2025)

A Multi-Source Heterogeneous Knowledge Injected Prompt Learning Method for Legal Charge Prediction
by: Sun, Jingyun, et al.
Published: (2024)

RJE: A Retrieval-Judgment-Exploration Framework for Efficient Knowledge Graph Question Answering with LLMs
by: Lin, Can, et al.
Published: (2025)

Listwise Preference Optimization with Element-wise Confusions for Aspect Sentiment Quad Prediction
by: Lai, Wenna, et al.
Published: (2025)

Enhancing Judgment Document Generation via Agentic Legal Information Collection and Rubric-Guided Optimization
by: Su, Weihang, et al.
Published: (2026)

NyayaRAG: Realistic Legal Judgment Prediction with RAG under the Indian Common Law System
by: Nigam, Shubham Kumar, et al.
Published: (2025)

LegalSeg: Unlocking the Structure of Indian Legal Judgments Through Rhetorical Role Classification
by: Nigam, Shubham Kumar, et al.
Published: (2025)

JuDGE: Benchmarking Judgment Document Generation for Chinese Legal System
by: Su, Weihang, et al.
Published: (2025)

Predicting Sentence Acceptability Judgments in Multimodal Contexts
by: Jang, Hyewon, et al.
Published: (2026)

How to Make the Most of LLMs' Grammatical Knowledge for Acceptability Judgments
by: Ide, Yusuke, et al.
Published: (2024)

Legal Judgment Reimagined: PredEx and the Rise of Intelligent AI Interpretation in Indian Courts
by: Nigam, Shubham Kumar, et al.
Published: (2024)

LegalDuet: Learning Fine-grained Representations for Legal Judgment Prediction via a Dual-View Contrastive Learning
by: Xu, Buqiang, et al.
Published: (2024)

Enabling Discriminative Reasoning in LLMs for Legal Judgment Prediction
by: Deng, Chenlong, et al.
Published: (2024)

LegalChainReasoner: A Legal Chain-guided Framework for Criminal Judicial Opinion Generation
by: Shi, Weizhe, et al.
Published: (2025)

LawGPT: A Chinese Legal Knowledge-Enhanced Large Language Model
by: Zhou, Zhi, et al.
Published: (2024)

Vichara: Appellate Judgment Prediction and Explanation for the Indian Judicial System
by: Nair, Pavithra PM, et al.
Published: (2026)

LawGPT: Knowledge-Guided Data Generation and Its Application to Legal LLM
by: Zhou, Zhi, et al.
Published: (2025)

NyayaAnumana & INLegalLlama: The Largest Indian Legal Judgment Prediction Dataset and Specialized Language Model for Enhanced Decision Analysis
by: Nigam, Shubham Kumar, et al.
Published: (2024)

ExpertPrompting: Instructing Large Language Models to be Distinguished Experts
by: Xu, Benfeng, et al.
Published: (2023)

Labeling Case Similarity based on Co-Citation of Legal Articles in Judgment Documents with Empirical Dispute-Based Evaluation
by: Liu, Chao-Lin, et al.
Published: (2025)

Bridging Human and LLM Judgments: Understanding and Narrowing the Gap
by: Polo, Felipe Maia, et al.
Published: (2025)

Representation Learning of Tangled Key-Value Sequence Data for Early Classification
by: Duan, Tao, et al.
Published: (2024)

LLMs can be easily Confused by Instructional Distractions
by: Hwang, Yerin, et al.
Published: (2025)