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Papers
GLARE: Agentic Reasoning for Legal Judgment Prediction
ACL 2026
Legal Judgment Prediction: A Reflection on the State of the Art
ACL 2026
To Judge or Not to Judge: Can Large Language Models Leverage the Dispute Focus in Legal Judgment?
ACL 2026
ZipLJP: Zipped Information Processor for Legal Judgment Prediction
AAAI 2026
Beyond Guilt: Legal Judgment Prediction with Trichotomous Reasoning
EMNLP 2025
Debate-Feedback: A Multi-Agent Framework for Efficient Legal Judgment Prediction
NAACL 2025
Legal Fact Prediction: The Missing Piece in Legal Judgment Prediction
EMNLP 2025
Legal Judgment Prediction based on Knowledge-enhanced Multi-Task and Multi-Label Text Classification
NAACL 2025
LegalReasoner: Step-wised Verification-Correction for Legal Judgment Reasoning
ACL 2025
NyayaRAG: Realistic Legal Judgment Prediction with RAG under the Indian Common Law System
IJCNLP 2025
Can Abstract Meaning Representation Facilitate Fair Legal Judgement Predictions?
NAACL 2024
CMDL: A Large-Scale Chinese Multi-Defendant Legal Judgment Prediction Dataset
ACL 2024
Enabling Discriminative Reasoning in LLMs for Legal Judgment Prediction
EMNLP 2024
Improving Legal Judgement Prediction in Romanian with Long Text Encoders
COLING 2024
Incorporating Precedents for Legal Judgement Prediction on European Court of Human Rights Cases
EMNLP 2024
Legal Judgment Reimagined: PredEx and the Rise of Intelligent AI Interpretation in Indian Courts
ACL 2024
LJPCheck: Functional Tests for Legal Judgment Prediction
ACL 2024
Towards Explainability and Fairness in Swiss Judgement Prediction: Benchmarking on a Multilingual Dataset
COLING 2024
Transductive Legal Judgment Prediction Combining BERT Embeddings with Delaunay-Based GNNs
EMNLP 2024
A Comprehensive Evaluation of Large Language Models on Legal Judgment Prediction
EMNLP 2023
AsyLex: A Dataset for Legal Language Processing of Refugee Claims
EMNLP 2023
Exploiting Contrastive Learning and Numerical Evidence for Confusing Legal Judgment Prediction
EMNLP 2023
Legal Judgment Prediction: If You Are Going to Do It, Do It Right
EMNLP 2023
LLMs – the Good, the Bad or the Indispensable?: A Use Case on Legal Statute Prediction and Legal Judgment Prediction on Indian Court Cases
EMNLP 2023
Multi-Defendant Legal Judgment Prediction via Hierarchical Reasoning
EMNLP 2023