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Know Your Limits : On the Faithfulness of LLMs as Solvers and Autoformalizers in Legal Reasoning
Arxiv
0+阅读 · 6月15日
DLawBench: Evaluating LLMs Through Multi-Turn Legal Consultation
Arxiv
0+阅读 · 6月11日
LegalGraphRAG: Multi-Agent Graph Retrieval-Augmented Generation for Reliable Legal Reasoning
Arxiv
0+阅读 · 5月27日
Section-Weighted Hybrid Approach for Legal Case Retrieval
Arxiv
0+阅读 · 6月2日
Falkor-IRAC: Graph-Constrained Generation for Verified Legal Reasoning in Indian Judicial AI
Arxiv
0+阅读 · 5月14日
Falkor-IRAC: Graph-Constrained Generation for Verified Legal Reasoning in Indian Judicial AI
Arxiv
0+阅读 · 5月15日
Legal2LogicICL: Improving Generalization in Transforming Legal Cases to Logical Formulas via Diverse Few-Shot Learning
Arxiv
0+阅读 · 4月13日
Adaptive Collaboration of Arena-Based Argumentative LLMs for Explainable and Contestable Legal Reasoning
Arxiv
0+阅读 · 2月21日
Legal$Δ$: Enhancing Legal Reasoning in LLMs via Reinforcement Learning with Chain-of-Thought Guided Information Gain
Arxiv
0+阅读 · 2月9日
LegalOne: A Family of Foundation Models for Reliable Legal Reasoning
Arxiv
0+阅读 · 2月3日
AR-BENCH: Benchmarking Legal Reasoning with Judgment Error Detection, Classification and Correction
Arxiv
0+阅读 · 1月30日
Knowledge Graph-Assisted LLM Post-Training for Enhanced Legal Reasoning
Arxiv
0+阅读 · 1月20日
Evaluation of Large Language Models in Legal Applications: Challenges, Methods, and Future Directions
Arxiv
0+阅读 · 1月21日
The Geometry of Thought: How Scale Restructures Reasoning In Large Language Models
Arxiv
0+阅读 · 1月19日
LegalMALR:Multi-Agent Query Understanding and LLM-Based Reranking for Chinese Statute Retrieval
Arxiv
0+阅读 · 1月25日
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