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English Information

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Authors
# Name
1 Josiel Silva(josielpantaleao123@gmail.com)
2 Sávio de Oliveira(savioteles@ufg.br)
3 Matheus Brakes(faresmatheus@gmail.com)
4 João Presa(joaopaulopresa@gmail.com)

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Reference
# Reference
1 Lewis, Patrick; Perez, Ethan; Piktus, Aleksandra; Petroni, Fabio; Karpukhin, Vladimir; Goyal, Naman; Küttler, Heinrich; Lewis, Mike; Yih, Wen-tau; Rocktäschel, Tim; Riedel, Sebastian; Kiela, Douwe. Retrieval-Augmented Generation for Knowledge-Intensive NLP Tasks. Advances in Neural Information Processing Systems, 2020.
2 Gao, Yunfan; Xiong, Yun; Gao, Xinyu; Jia, Kang; Pan, Jinliang; Bi, Yifan; Dai, Yuxi; Sun, Jiawei; Wang, Meng; Wang, Haofen. Retrieval-Augmented Generation for Large Language Models: A Survey. arXiv preprint arXiv:2312.10997, 2023.
3 Reimers, Nils; Gurevych, Iryna. Sentence-BERT: Sentence Embeddings using Siamese BERT-Networks. Proceedings of EMNLP-IJCNLP, 2019.
4 Khattab, Omar; Zaharia, Matei. ColBERT: Efficient and Effective Passage Search via Contextualized Late Interaction over BERT. Proceedings of SIGIR, 2020.
5 Izacard, Gautier; Grave, Edouard. Leveraging Passage Retrieval with Generative Models for Open Domain Question Answering. Proceedings of EACL, 2021.
6 Gururangan, Suchin; Marasović, Ana; Swayamdipta, Swabha; Lo, Kyle; Beltagy, Iz; Downey, Doug; Smith, Noah A. Don’t Stop Pretraining: Adapt Language Models to Domains and Tasks. Proceedings of ACL, 2020.
7 Chalkidis, Ilias; Fergadiotis, Manos; Androutsopoulos, Ion; Aletras, Nikolaos. LEGAL-BERT: The Muppets Straight out of Law School. arXiv preprint arXiv:2010.02559, 2020.
8 Chalkidis, Ilias; Jana, Abhilasha; Hartung, Daniel; Bommarito, Michael; Androutsopoulos, Ion; Katz, Daniel Martin; Aletras, Nikolaos. LexGLUE: A Benchmark Dataset for Legal Language Understanding in English. Proceedings of ACL, 2022.
9 Liu, Nelson F.; Lin, Kevin; Hewitt, John; Paranjape, Ashwin; Bevilacqua, Michele; Petroni, Fabio; Liang, Percy. Lost in the Middle: How Language Models Use Long Contexts. Transactions of the Association for Computational Linguistics, 2024.
10 Scholak, Torsten; Schucher, Nathan; Bahdanau, Dzmitry. PICARD: Parsing Incrementally for Constrained Auto-Regressive Decoding from Language Models. Proceedings of EMNLP, 2021.
11 Katz, Daniel Martin; Hartung, Dirk; Gerlach, Lauritz; Jana, Abhik; Bommarito II, Michael J. Natural Language Processing in the Legal Domain. arXiv preprint arXiv:2302.12039, 2023.
12 Zhang, Kun; Lin, Xiexiong; Wang, Yuanzhuo; Zhang, Xin; Sun, Fei; Cen, Jianhe; Tan, Hexiang; Jiang, Xuhui; Shen, Huawei. REDSQL: A Retrieval-Augmented Framework for Text-to-SQL Generation. Findings of the Association for Computational Linguistics: EMNLP 2023, 2023.
13 Medeiros, Antony Seabra de; Cavalcante, Claudio; Nepomuceno, João; Lago, Lucas; Ruberg, Nicolaas; Lifschitz, Sérgio. Contrato360: uma aplicação de perguntas e respostas usando modelos de linguagem, documentos e bancos de dados. Anais do XXXIX Simpósio Brasileiro de Bancos de Dados — SBBD, p. 155–166, SBC, 2024.
14 Aquino, Isabella V. de; Santos, Matheus M. dos; Dorneles, Carina F.; Carvalho, Jônata T. Extracting Information from Brazilian Legal Documents with Retrieval Augmented Generation. Anais Estendidos do XXXIX Simpósio Brasileiro de Bancos de Dados — SBBD, p. 280–287, SBC, 2024.
15 Taschetto, Lucas de Campos; Fileto, Renato. Using Retrieval-Augmented Generation to Improve Company Data Extraction from Websites. Anais do XXXIX Simpósio Brasileiro de Bancos de Dados — SBBD, SBC, 2024.
16 Petrola, L. et al. Heuristic-Guided Text-to-SQL Translation with LLMs. Anais do XL Simpósio Brasileiro de Bancos de Dados — SBBD, SBC, 2025.
17 Silva, L. O. et al. Leis de Escala para Text-to-SQL: Um Estudo sobre Eficiência e Desempenho. Anais do XL Simpósio Brasileiro de Bancos de Dados — SBBD, SBC, 2025.
18 Xavier, Otavio Calaça; Soares, Anderson da Silva. RAG on Multimodal Databases: Orchestrating Textual, Vector, and Graph-based Retrieval. Anais Estendidos do XL Simpósio Brasileiro de Bancos de Dados — SBBD, p. 212–216, SBC, 2025.
19 Bencke, L. et al. Can We Trust LLMs as Relevance Judges? Anais do XXXIX Simpósio Brasileiro de Bancos de Dados — SBBD, SBC, 2024.
20 Pourreza, Mohammadreza; Rafiei, Davood. DIN-SQL: Decomposed In-Context Learning of Text-to-SQL with Self-Correction. Advances in Neural Information Processing Systems — NeurIPS, v. 36, 2023.
21 Li, Jinyang; Hui, Binyuan; Qu, Ge; Yang, Jiaxi; Li, Binhua; Li, Bowen; Wang, Bailin; Qin, Bowen; Geng, Ruiying; Huo, Nan et al. Can LLM Already Serve as a Database Interface? A BIg Bench for Large-Scale Database Grounded Text-to-SQLs. Advances in Neural Information Processing Systems — NeurIPS, v. 36, 2023.
22 Khot, Tushar; Trivedi, Harsh; Finlayson, Matthew; Fu, Yao; Richardson, Kyle; Clark, Peter; Sabharwal, Ashish. Decomposed Prompting: A Modular Approach for Solving Complex Tasks. International Conference on Learning Representations — ICLR, 2023.
23 Yao, Shunyu; Zhao, Jeffrey; Yu, Dian; Du, Nan; Shafran, Izhak; Narasimhan, Karthik; Cao, Yuan. ReAct: Synergizing Reasoning and Acting in Language Models. International Conference on Learning Representations — ICLR, 2023.