{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,1,7]],"date-time":"2026-01-07T08:07:50Z","timestamp":1767773270861,"version":"3.28.0"},"reference-count":23,"publisher":"IEEE","license":[{"start":{"date-parts":[[2024,6,30]],"date-time":"2024-06-30T00:00:00Z","timestamp":1719705600000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2024,6,30]],"date-time":"2024-06-30T00:00:00Z","timestamp":1719705600000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-037"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2024,6,30]]},"DOI":"10.1109\/ijcnn60899.2024.10650895","type":"proceedings-article","created":{"date-parts":[[2024,9,9]],"date-time":"2024-09-09T17:35:05Z","timestamp":1725903305000},"page":"1-9","source":"Crossref","is-referenced-by-count":3,"title":["Legal Document-Based, Domain-Driven Q&A System: LLMs in Perspective"],"prefix":"10.1109","author":[{"given":"Felipe Oliveira","family":"do Esp\u00edrito Santo","sequence":"first","affiliation":[{"name":"Universidade de São Paulo,Escola de Artes, Ciências e Humanidades,São Paulo,Brasil"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Sarajane","family":"Marques Peres","sequence":"additional","affiliation":[{"name":"Universidade de São Paulo,Escola de Artes, Ciências e Humanidades,São Paulo,Brasil"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Givanildo","family":"de Sousa Gramacho","sequence":"additional","affiliation":[{"name":"Universidade de São Paulo,Centro de Inteligência Artificial USP\/IBM\/FAPESP,São Paulo,Brasil"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Anarosa","family":"Alves Franco Brand\u00e3o","sequence":"additional","affiliation":[{"name":"Universidade de São Paulo,Escola Politécnica,São Paulo,Brasil"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Fabio Gagliardi","family":"Cozman","sequence":"additional","affiliation":[{"name":"Universidade de São Paulo,Escola Politécnica,São Paulo,Brasil"}],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"263","reference":[{"key":"ref1","first-page":"1877","article-title":"Language Models are Few-Shot Learners","volume-title":"Advances in Neural Information Processing Systems","volume":"33","author":"Brown","year":"2020"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.1145\/3641289"},{"journal-title":"ChatLaw: Open-Source Legal Large Language Model with Integrated External Knowledge Bases","year":"2023","author":"Cui","key":"ref3"},{"volume-title":"Data mining concepts and techniques, third edition","year":"2012","author":"Han","key":"ref4"},{"journal-title":"Lawyer LLaMA Technical Report","year":"2023","author":"Huang","key":"ref5"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.4324\/9780203461891_chapter_3"},{"key":"ref7","first-page":"74","article-title":"ROUGE: A Package for Automatic Evaluation of Summaries","volume-title":"Text Summarization Branches Out","author":"Lin","year":"2004"},{"journal-title":"Speciality vs Generality: An Empirical Study on Catastrophic Forgetting in Fine-tuning Foundation Models","year":"2023","author":"Lin","key":"ref8"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.29173\/irie139"},{"journal-title":"Automating Customer Service using LangChain: Building custom open-source GPT Chatbot for organizations","year":"2023","author":"Pandya","key":"ref10"},{"key":"ref11","first-page":"311","article-title":"Bleu: a Method for Automatic Evaluation of Machine Translation","volume-title":"Proc. of the 40th Annual Meeting of the Association for Computational Linguistics","author":"Papineni"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.1609\/aaai.v37i13.26903"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-031-45392-2_15"},{"journal-title":"Toolformer: Language Models Can Teach Themselves to Use Tools","year":"2023","author":"Schick","key":"ref14"},{"journal-title":"Llama 2: Open Foundation and Fine-Tuned Chat Models","year":"2023","author":"Touvron","key":"ref15"},{"journal-title":"Legal Prompt Engineering for Multilingual Legal Judgement Prediction","year":"2022","author":"Trautmann","key":"ref16"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.18653\/v1\/2023.findings-acl.858"},{"journal-title":"FedJudge: Federated Legal Large Language Model","year":"2023","author":"Yue","key":"ref18"},{"journal-title":"DISC-LawLLM: Fine-tuning Large Language Models for Intelligent Legal Services","year":"2023","author":"Yue","key":"ref19"},{"key":"ref20","doi-asserted-by":"publisher","DOI":"10.1145\/3583780.3615993"},{"article-title":"BERTScore: Evaluating Text Generation with BERT","volume-title":"Int. Conf. on Learning Representations","author":"Zhang","key":"ref21"},{"journal-title":"A Survey of Large Language Models","year":"2023","author":"Xin Zhao","key":"ref22"},{"key":"ref23","doi-asserted-by":"publisher","DOI":"10.18653\/v1\/D19-1053"}],"event":{"name":"2024 International Joint Conference on Neural Networks (IJCNN)","start":{"date-parts":[[2024,6,30]]},"location":"Yokohama, Japan","end":{"date-parts":[[2024,7,5]]}},"container-title":["2024 International Joint Conference on Neural Networks (IJCNN)"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx8\/10649807\/10649898\/10650895.pdf?arnumber=10650895","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2024,9,10]],"date-time":"2024-09-10T06:11:11Z","timestamp":1725948671000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/10650895\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2024,6,30]]},"references-count":23,"URL":"https:\/\/doi.org\/10.1109\/ijcnn60899.2024.10650895","relation":{},"subject":[],"published":{"date-parts":[[2024,6,30]]}}}