A Multi-Stage Prompting and RAG Approach to Generating Legal Analysis in Common Law Systems
| dc.contributor.author | Ng, Titus T.H. | en |
| dc.contributor.author | Wu, Tien Hsuan | en |
| dc.contributor.author | Chen, Benjamin Minhao | en |
| dc.contributor.author | Chen, Yongxi | en |
| dc.contributor.author | Kao, Ben | en |
| dc.date.accessioned | 2025-06-12T02:32:58Z | |
| dc.date.available | 2025-06-12T02:32:58Z | |
| dc.date.issued | 2024 | en |
| dc.description.abstract | We explore the use of multi-stage prompting with retrieval-augmented generation (RAG) in generating legal analysis. We break the complex legal problems into small steps, including initial analysis, legal query formulation, legal sources retrieval, legal reasoning, result consolidation, and output generation. The design of this framework emulates the process a legal professional in a common law system approaches the problem. | en |
| dc.description.status | Peer-reviewed | en |
| dc.format.extent | 2 | en |
| dc.identifier.isbn | 9781643685625 | en |
| dc.identifier.issn | 0922-6389 | en |
| dc.identifier.other | ORCID:/0000-0002-1047-7182/work/178218542 | en |
| dc.identifier.scopus | 85217076669 | en |
| dc.identifier.uri | http://www.scopus.com/inward/record.url?scp=85217076669&partnerID=8YFLogxK | en |
| dc.identifier.uri | https://hdl.handle.net/1885/733760007 | |
| dc.language.iso | en | en |
| dc.publisher | IOS Press BV | en |
| dc.relation.ispartof | Legal Knowledge and Information Systems - JURIX 2024: 37th Annual Conference | en |
| dc.relation.ispartofseries | 37th Annual Conference on Legal Knowledge and Information Systems, JURIX 2024 | en |
| dc.relation.ispartofseries | Frontiers in Artificial Intelligence and Applications | en |
| dc.rights | Publisher Copyright: © 2024 The Authors. | en |
| dc.subject | legal analysis | en |
| dc.subject | multi-stage prompting | en |
| dc.subject | retrieval-augmented generation | en |
| dc.title | A Multi-Stage Prompting and RAG Approach to Generating Legal Analysis in Common Law Systems | en |
| dc.type | Conference paper | en |
| dspace.entity.type | Publication | en |
| local.bibliographicCitation.lastpage | 388 | en |
| local.bibliographicCitation.startpage | 387 | en |
| local.contributor.affiliation | Ng, Titus T.H.; The University of Hong Kong | en |
| local.contributor.affiliation | Wu, Tien Hsuan; The University of Hong Kong | en |
| local.contributor.affiliation | Chen, Benjamin Minhao; The University of Hong Kong | en |
| local.contributor.affiliation | Chen, Yongxi; ANU Law School, ANU College of Law, Governance and Policy, The Australian National University | en |
| local.contributor.affiliation | Kao, Ben; The University of Hong Kong | en |
| local.identifier.doi | 10.3233/FAIA241278 | en |
| local.identifier.essn | 1879-8314 | en |
| local.identifier.pure | 0ab8f9f0-bd6a-4f3c-bb67-07a0bfae5f6f | en |
| local.identifier.url | https://www.scopus.com/pages/publications/85217076669 | en |
| local.type.status | Published | en |