Beyond Guilt: Legal Judgment Prediction with Trichotomous Reasoning
Fuente:
arXiv
Saved in:
| Main Authors: | Zhang, Kepu, Yang, Haoyue, Tang, Xu, Yu, Weijie, Xu, Jun |
|---|---|
| Format: | Preprint |
| Published: |
2024
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
An Explicit Syllogistic Legal Reasoning Framework for Large Language Models
by: Zhang, Kepu, et al.
Published: (2025)
by: Zhang, Kepu, et al.
Published: (2025)
CitaLaw: Enhancing LLM with Citations in Legal Domain
by: Zhang, Kepu, et al.
Published: (2024)
by: Zhang, Kepu, et al.
Published: (2024)
Legal Mathematical Reasoning with LLMs: Procedural Alignment through Two-Stage Reinforcement Learning
by: Zhang, Kepu, et al.
Published: (2025)
by: Zhang, Kepu, et al.
Published: (2025)
Logic Rules as Explanations for Legal Case Retrieval
by: Sun, Zhongxiang, et al.
Published: (2024)
by: Sun, Zhongxiang, et al.
Published: (2024)
PrLM: Learning Explicit Reasoning for Personalized RAG via Contrastive Reward Optimization
by: Zhang, Kepu, et al.
Published: (2025)
by: Zhang, Kepu, et al.
Published: (2025)
GLARE: Agentic Reasoning for Legal Judgment Prediction
by: Yang, Xinyu, et al.
Published: (2025)
by: Yang, Xinyu, et al.
Published: (2025)
Enabling Discriminative Reasoning in LLMs for Legal Judgment Prediction
by: Deng, Chenlong, et al.
Published: (2024)
by: Deng, Chenlong, et al.
Published: (2024)
Sandwich Reasoning: An Answer-Reasoning-Answer Approach for Low-Latency Query Correction
by: Zhang, Chen, et al.
Published: (2026)
by: Zhang, Chen, et al.
Published: (2026)
Legal Fact Prediction: The Missing Piece in Legal Judgment Prediction
by: Liu, Junkai, et al.
Published: (2024)
by: Liu, Junkai, 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)
by: Xu, Buqiang, et al.
Published: (2024)
SEMDR: A Semantic-Aware Dual Encoder Model for Legal Judgment Prediction with Legal Clue Tracing
by: Liu, Pengjie, et al.
Published: (2024)
by: Liu, Pengjie, et al.
Published: (2024)
Effective In-Context Example Selection through Data Compression
by: Sun, Zhongxiang, et al.
Published: (2024)
by: Sun, Zhongxiang, et al.
Published: (2024)
NyayaMind- A Framework for Transparent Legal Reasoning and Judgment Prediction in the Indian Legal System
by: Shukla, Parjanya Aditya, et al.
Published: (2026)
by: Shukla, Parjanya Aditya, et al.
Published: (2026)
Distinguish Confusion in Legal Judgment Prediction via Revised Relation Knowledge
by: Xu, Nuo, et al.
Published: (2024)
by: Xu, Nuo, et al.
Published: (2024)
AR-BENCH: Benchmarking Legal Reasoning with Judgment Error Detection, Classification and Correction
by: Li, Yifei, et al.
Published: (2026)
by: Li, Yifei, et al.
Published: (2026)
AppellateGen: A Benchmark for Appellate Legal Judgment Generation
by: Yang, Hongkun, et al.
Published: (2026)
by: Yang, Hongkun, et al.
Published: (2026)
Multimodal Multi-Agent Empowered Legal Judgment Prediction
by: Kang, Zhaolu, et al.
Published: (2026)
by: Kang, Zhaolu, et al.
Published: (2026)
Reasons to Reject? Aligning Language Models with Judgments
by: Xu, Weiwen, et al.
Published: (2023)
by: Xu, Weiwen, et al.
Published: (2023)
Trigger$^3$: Refining Query Correction via Adaptive Model Selector
by: Zhang, Kepu, et al.
Published: (2024)
by: Zhang, Kepu, et al.
Published: (2024)
A Korean Legal Judgment Prediction Dataset for Insurance Disputes
by: Kwak, Alice Saebom, et al.
Published: (2024)
by: Kwak, Alice Saebom, et al.
Published: (2024)
LLM-Assisted Causal Structure Disambiguation and Factor Extraction for Legal Judgment Prediction
by: Liang, Yuzhi, et al.
Published: (2026)
by: Liang, Yuzhi, et al.
Published: (2026)
Athena: Retrieval-augmented Legal Judgment Prediction with Large Language Models
by: Peng, Xiao, et al.
Published: (2024)
by: Peng, Xiao, et al.
Published: (2024)
Beyond Single-Point Judgment: Distribution Alignment for LLM-as-a-Judge
by: Chen, Luyu, et al.
Published: (2025)
by: Chen, Luyu, et al.
Published: (2025)
ASP2LJ : An Adversarial Self-Play Laywer Augmented Legal Judgment Framework
by: Chang, Ao, et al.
Published: (2025)
by: Chang, Ao, et al.
Published: (2025)
Japanese Tort-case Dataset for Rationale-supported Legal Judgment Prediction
by: Yamada, Hiroaki, et al.
Published: (2023)
by: Yamada, Hiroaki, et al.
Published: (2023)
The Judge Variable: Challenging Judge-Agnostic Legal Judgment Prediction
by: Zambrano, Guillaume
Published: (2025)
by: Zambrano, Guillaume
Published: (2025)
JurisCTC: Enhancing Legal Judgment Prediction via Cross-Domain Transfer and Contrastive Learning
by: Kang, Zhaolu, et al.
Published: (2025)
by: Kang, Zhaolu, et al.
Published: (2025)
Beyond the Surface: Measuring Self-Preference in LLM Judgments
by: Chen, Zhi-Yuan, et al.
Published: (2025)
by: Chen, Zhi-Yuan, et al.
Published: (2025)
AnnoCaseLaw: A Richly-Annotated Dataset For Benchmarking Explainable Legal Judgment Prediction
by: Sesodia, Magnus, et al.
Published: (2025)
by: Sesodia, Magnus, et al.
Published: (2025)
ReARTeR: Retrieval-Augmented Reasoning with Trustworthy Process Rewarding
by: Sun, Zhongxiang, et al.
Published: (2025)
by: Sun, Zhongxiang, 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)
by: Nigam, Shubham Kumar, et al.
Published: (2025)
Legal$Δ$: Enhancing Legal Reasoning in LLMs via Reinforcement Learning with Chain-of-Thought Guided Information Gain
by: Dai, Xin, et al.
Published: (2025)
by: Dai, Xin, et al.
Published: (2025)
Query-driven Relevant Paragraph Extraction from Legal Judgments
by: Santosh, T. Y. S. S, et al.
Published: (2024)
by: Santosh, T. Y. S. S, et al.
Published: (2024)
Incorporating Legal Logic into Deep Learning: An Intelligent Approach to Probation Prediction
by: Wang, Qinghua, et al.
Published: (2025)
by: Wang, Qinghua, 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)
by: Kondo, Ryoma, et al.
Published: (2025)
GuReT: Distinguishing Guilt and Regret related Text
by: Butt, Sabur, et al.
Published: (2024)
by: Butt, Sabur, et al.
Published: (2024)
JuDGE: Benchmarking Judgment Document Generation for Chinese Legal System
by: Su, Weihang, et al.
Published: (2025)
by: Su, Weihang, et al.
Published: (2025)
CLaw: Benchmarking Chinese Legal Knowledge in Large Language Models - A Fine-grained Corpus and Reasoning Analysis
by: Xu, Xinzhe, et al.
Published: (2025)
by: Xu, Xinzhe, et al.
Published: (2025)
ReGal: A First Look at PPO-based Legal AI for Judgment Prediction and Summarization in India
by: Nigam, Shubham Kumar, et al.
Published: (2025)
by: Nigam, Shubham Kumar, et al.
Published: (2025)
Bounds of Chain-of-Thought Robustness: Reasoning Steps, Embed Norms, and Beyond
by: Wang, Dingzirui, et al.
Published: (2025)
by: Wang, Dingzirui, et al.
Published: (2025)
Similar Items
-
An Explicit Syllogistic Legal Reasoning Framework for Large Language Models
by: Zhang, Kepu, et al.
Published: (2025) -
CitaLaw: Enhancing LLM with Citations in Legal Domain
by: Zhang, Kepu, et al.
Published: (2024) -
Legal Mathematical Reasoning with LLMs: Procedural Alignment through Two-Stage Reinforcement Learning
by: Zhang, Kepu, et al.
Published: (2025) -
Logic Rules as Explanations for Legal Case Retrieval
by: Sun, Zhongxiang, et al.
Published: (2024) -
PrLM: Learning Explicit Reasoning for Personalized RAG via Contrastive Reward Optimization
by: Zhang, Kepu, et al.
Published: (2025)