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legal question answering

18 papers

LEGAL QA LQA

Papers

Evaluating Structure-Aware Retrieval and Safety in Statute-Centric Legal QA ACL 2026 MizanQA: A Benchmark for Multi-Answer Moroccan Legal QA EACL 2026 Aligning LLMs for Thai Legal Question Answering with Efficient Semantic-Similarity Rewards EMNLP 2025 AQuAECHR: Attributed Question Answering for European Court of Human Rights ACL 2025 Elevating Legal LLM Responses: Harnessing Trainable Logical Structures and Semantic Knowledge with Legal Reasoning NAACL 2025 Fine-tuning Large Language Models for Improving Factuality in Legal Question Answering COLING 2025 GRAF: Graph Retrieval Augmented by Facts for Romanian Legal Multi-Choice Question Answering ACL 2025 JurisGraph Insight Engine 1.0v: A Legal Question Answering System Based on Large Language Models and Knowledge Graphs ACML 2025 KoBLEX: Open Legal Question Answering with Multi-hop Reasoning EMNLP 2025 NitiBench: Benchmarking LLM Frameworks on Thai Legal Question Answering Capabilities EMNLP 2025 H-LegalKI: A Hierarchical Legal Knowledge Integration Framework for Legal Community Question Answering EMNLP 2024 Interpretable Long-Form Legal Question Answering with Retrieval-Augmented Large Language Models AAAI 2024 MAINDZ at SemEval-2024 Task 5: CLUEDO - Choosing Legal oUtcome by Explaining Decision through Oversight SemEval 2024 Measuring the Groundedness of Legal Question-Answering Systems EMNLP 2024 SemEval-2024 Task 5: Argument Reasoning in Civil Procedure SemEval 2024 Retrieval-based Evaluation for LLMs: A Case Study in Korean Legal QA EMNLP 2023 A Statutory Article Retrieval Dataset in French ACL 2022 A Multi-Task Learning Approach for Answer Selection: A Study and a Chinese Law Dataset AAAI 2019