Cover Image

Universal Legal Article Prediction via Tight Collaboration between Supervised Classification Model and LLM

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Chi, Xiao, Zhong, Wenlin, Wu, Yiquan, Wang, Wei, Kuang, Kun, Wu, Fei, Xiong, Minghui
Format:	Preprint
Published:	2025
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

PoliLegalLM: A Technical Report on a Large Language Model for Political and Legal Affairs
by: Huang, Yuting, et al.
Published: (2026)

P2S: Probabilistic Process Supervision for General-Domain Reasoning Question Answering
by: Zhong, Wenlin, et al.
Published: (2026)

SIGHT: Reinforcement Learning with Self-Evidence and Information-Gain Diverse Branching for Search Agent
by: Zhong, Wenlin, et al.
Published: (2026)

WisdomInterrogatory (LuWen): An Open-Source Legal Large Language Model Technical Report
by: Wu, Yiquan, et al.
Published: (2026)

Fine-tuning Large Language Models for Improving Factuality in Legal Question Answering
by: Hu, Yinghao, et al.
Published: (2025)

ClaimGen-CN: A Large-scale Chinese Dataset for Legal Claim Generation
by: Zhou, Siying, et al.
Published: (2025)

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

Rewrite to Jailbreak: Discover Learnable and Transferable Implicit Harmfulness Instruction
by: Huang, Yuting, et al.
Published: (2025)

Evaluating Test-Time Scaling LLMs for Legal Reasoning: OpenAI o1, DeepSeek-R1, and Beyond
by: Hu, Yinghao, et al.
Published: (2025)

ModelGPT: Unleashing LLM's Capabilities for Tailored Model Generation
by: Tang, Zihao, et al.
Published: (2024)

AppealCase: A Dataset and Benchmark for Civil Case Appeal Scenarios
by: Huang, Yuting, et al.
Published: (2025)

SAG: Style-Aligned Article Generation via Model Collaboration
by: Xu, Chenning, et al.
Published: (2024)

Intelligent Legal Assistant: An Interactive Clarification System for Legal Question Answering
by: Yao, Rujing, et al.
Published: (2025)

Soundness-Aware Level: A Microscopic Signature that Predicts LLM Reasoning Potential
by: Wu, Xuansheng, et al.
Published: (2025)

Elevating Legal LLM Responses: Harnessing Trainable Logical Structures and Semantic Knowledge with Legal Reasoning
by: Yao, Rujing, et al.
Published: (2025)

Causal Agent based on Large Language Model
by: Han, Kairong, et al.
Published: (2024)

Leveraging Print Debugging to Improve Code Generation in Large Language Models
by: Hu, Xueyu, et al.
Published: (2024)

Tailoring Diagnostic Modeling to Individual Learners: Personalized Distractor Generation via MCTS-Guided Reasoning Reconstruction
by: Wu, Tao, et al.
Published: (2025)

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

Collaboration of Large Language Models and Small Recommendation Models for Device-Cloud Recommendation
by: Lv, Zheqi, et al.
Published: (2025)

RexUniNLU: Recursive Method with Explicit Schema Instructor for Universal NLU
by: Liu, Chengyuan, et al.
Published: (2024)

From Words to Worth: Newborn Article Impact Prediction with LLM
by: Zhao, Penghai, et al.
Published: (2024)

Embracing Imperfection: Simulating Students with Diverse Cognitive Levels Using LLM-based Agents
by: Wu, Tao, et al.
Published: (2025)

Weakly Supervised Veracity Classification with LLM-Predicted Credibility Signals
by: Leite, João A., et al.
Published: (2023)

LegalAgentBench: Evaluating LLM Agents in Legal Domain
by: Li, Haitao, et al.
Published: (2024)

Evolving Knowledge Distillation with Large Language Models and Active Learning
by: Liu, Chengyuan, et al.
Published: (2024)

LogicReward: Incentivizing LLM Reasoning via Step-Wise Logical Supervision
by: Xu, Jundong, et al.
Published: (2025)

LegalEval-Q: A New Benchmark for The Quality Evaluation of LLM-Generated Legal Text
by: yunhan, Li, et al.
Published: (2025)

Large Language Models for Biomedical Article Classification
by: Proboszcz, Jakub, et al.
Published: (2026)

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

Xinyu: An Efficient LLM-based System for Commentary Generation
by: Wu, Yiquan, et al.
Published: (2024)

A Cross-Lingual Statutory Article Retrieval Dataset for Taiwan Legal Studies
by: Wang, Yen-Hsiang, et al.
Published: (2024)

DecEx-RAG: Boosting Agentic Retrieval-Augmented Generation with Decision and Execution Optimization via Process Supervision
by: Leng, Yongqi, et al.
Published: (2025)

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

Causality for Large Language Models
by: Wu, Anpeng, et al.
Published: (2024)

Enhancing Court View Generation with Knowledge Injection and Guidance
by: Li, Ang, et al.
Published: (2024)

Guided Verifier: Collaborative Multimodal Reasoning via Dynamic Process Supervision
by: Sun, Lingzhuang, et al.
Published: (2026)

TELEClass: Taxonomy Enrichment and LLM-Enhanced Hierarchical Text Classification with Minimal Supervision
by: Zhang, Yunyi, et al.
Published: (2024)

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)

CORTEX: Collaborative LLM Agents for High-Stakes Alert Triage
by: Wei, Bowen, et al.
Published: (2025)