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Legal Reasoning
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이 태스크와 하위 분야의 관련 논문입니다. 실제 성능 비교는 평가 결과에서 확인하세요.
IndianBailJudgments-1200: A Multi-Attribute Dataset for Legal NLP on Indian Bail Orders
Large Language Models Acing Chartered Accountancy
CHANCERY: Evaluating Corporate Governance Reasoning Capabilities in Language Models
When Fairness Isn't Statistical: The Limits of Machine Learning in Evaluating Legal Reasoning
Parameter Efficient Fine Tuning Llama 3.1 for Answering Arabic Legal Questions: A Case Study on Jordanian Laws
LLM-based HSE Compliance Assessment: Benchmark, Performance, and Advancements
LEXam: Benchmarking Legal Reasoning on 340 Law Exams
Incorporating Legal Structure in Retrieval-Augmented Generation: A Case Study on Copyright Fair Use
SynLexLM: Scaling Legal LLMs with Synthetic Data and Curriculum Learning
Engineering the Law-Machine Learning Translation Problem: Developing Legally Aligned Models
Continual Pre-Training is (not) What You Need in Domain Adaption
KFinEval-Pilot: A Comprehensive Benchmark Suite for Korean Financial Language Understanding
An Explicit Syllogistic Legal Reasoning Framework for Large Language Models
Evaluating Test-Time Scaling LLMs for Legal Reasoning: OpenAI o1, DeepSeek-R1, and Beyond
Adaptively profiling models with task elicitation
CaseGen: A Benchmark for Multi-Stage Legal Case Documents Generation
JUREX-4E: Juridical Expert-Annotated Four-Element Knowledge Base for Legal Reasoning
Towards Robust Legal Reasoning: Harnessing Logical LLMs in Law
NitiBench: A Comprehensive Studies of LLM Frameworks Capabilities for Thai Legal Question Answering
Logical Lease Litigation: Prolog and LLMs for Rental Law Compliance in New York
Elevating Legal LLM Responses: Harnessing Trainable Logical Structures and Semantic Knowledge with Legal Reasoning
LawGPT: Knowledge-Guided Data Generation and Its Application to Legal LLM
Investigating the Shortcomings of LLMs in Step-by-Step Legal Reasoning
Artificial Intelligence and Legal Analysis: Implications for Legal Education and the Profession
Domaino1s: Guiding LLM Reasoning for Explainable Answers in High-Stakes Domains
Legal Evalutions and Challenges of Large Language Models
LAR-ECHR: A New Legal Argument Reasoning Task and Dataset for Cases of the European Court of Human Rights
Weak-to-Strong Generalization beyond Accuracy: a Pilot Study in Safety, Toxicity, and Legal Reasoning
Developing a Pragmatic Benchmark for Assessing Korean Legal Language Understanding in Large Language Models
Using LLMs to Discover Legal Factors
KRAG Framework for Enhancing LLMs in the Legal Domain
Can Large Language Models Grasp Legal Theories? Enhance Legal Reasoning with Insights from Multi-Agent Collaboration
LegiLM: A Fine-Tuned Legal Language Model for Data Compliance
LeKUBE: A Legal Knowledge Update BEnchmark
LAPIS: Language Model-Augmented Police Investigation System
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