الملخص
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Recent advances in Large Language Models (LLMs) and Retrieval-Augmented Generation (RAG) have significantly democratized access to legal information. Nevertheless, most existing legal assistants remain confined to multi-turn conversational QA, failing to support complex legal tasks that require systematic evidence retrieval, multi-step reasoning, and report-level synthesis. In this paper, we present LawCompass, an evidence-grounded legal assistant that navigates the transition from standard Legal QA to multi-agent deep research. LawCompass provides three task-oriented functions: Legal QA, which delivers precise, evidence-backed answers to legal questions; Professional Retrieval, which enables structured exploration of statutes and judicial cases via query rewriting; and Deep Research, which employs a multi-agent workflow to decompose complex legal tasks and synthesize comprehensive research reports. Crucially, LawCompass maintains explicit citation links across all modules, empowering users to directly verify system outputs against original legal sources. Evaluation results demonstrate that LawCompass provides a practical and scalable paradigm for transforming conversational AI into trustworthy and evidence-grounded legal research assistance.
الكلمات المفتاحية
الموضوع
بيانات النشر
- المجلة
- غير متاح
- وصول مفتوح
- وصول مفتوح أخضر
اقتبس هذه المقالة
APA 7
Cheng, X., Wang, L., Ma, J., Ye, Z., Zhou, X., Tong, C., Jiang, B., & Zhu, Q. (2026). LawCompass: الانتقال من الأسئلة القانونية إلى البحث العميق متعدد الوكلاء بأدلة مؤسَّسة. https://omanscience.com/ar/articles/lawcompass-navigating-from-legal-qa-to-multi-agent-deep-research-with-grounded-evidence
MLA 9
Cheng, Xiaoxia, et al. "LawCompass: الانتقال من الأسئلة القانونية إلى البحث العميق متعدد الوكلاء بأدلة مؤسَّسة." https://omanscience.com/ar/articles/lawcompass-navigating-from-legal-qa-to-multi-agent-deep-research-with-grounded-evidence.
شيكاغو (المؤلف–التاريخ)
Cheng, Xiaoxia, Linnan Wang, Jiahao Ma, Zhichuan Ye, Xuemei Zhou, Chuanyu Tong, Bo Jiang, and Qing Zhu. 2026. "LawCompass: الانتقال من الأسئلة القانونية إلى البحث العميق متعدد الوكلاء بأدلة مؤسَّسة." https://omanscience.com/ar/articles/lawcompass-navigating-from-legal-qa-to-multi-agent-deep-research-with-grounded-evidence.
هارفارد
Cheng, X., Wang, L., Ma, J., Ye, Z., Zhou, X., Tong, C., Jiang, B. and Zhu, Q. (2026) 'LawCompass: الانتقال من الأسئلة القانونية إلى البحث العميق متعدد الوكلاء بأدلة مؤسَّسة', Available at: https://omanscience.com/ar/articles/lawcompass-navigating-from-legal-qa-to-multi-agent-deep-research-with-grounded-evidence.
فانكوفر
Cheng X, Wang L, Ma J, Ye Z, Zhou X, Tong C, et al. LawCompass: الانتقال من الأسئلة القانونية إلى البحث العميق متعدد الوكلاء بأدلة مؤسَّسة. https://omanscience.com/ar/articles/lawcompass-navigating-from-legal-qa-to-multi-agent-deep-research-with-grounded-evidence
IEEE
X. Cheng, L. Wang, J. Ma, Z. Ye, X. Zhou, C. Tong, B. Jiang, and Q. Zhu, "LawCompass: الانتقال من الأسئلة القانونية إلى البحث العميق متعدد الوكلاء بأدلة مؤسَّسة," https://omanscience.com/ar/articles/lawcompass-navigating-from-legal-qa-to-multi-agent-deep-research-with-grounded-evidence.