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legal judgment prediction

43 papers

LJP

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