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\n  \n 2024\n \n \n (2)\n \n \n
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\n \n\n \n \n \n \n \n \n Small, Medium, and Large Language Models for Text-to-SQL.\n \n \n \n \n\n\n \n Oliveira, A.; Nascimento, E.; Coelho, G.; Avila, C.; Feijó, L.; Izquierdo, Y.; García, G.; Pinheiro, J.; Leme, L.; Lemos, M.; and Casanova, M.\n\n\n \n\n\n\n ER 2024. 2024.\n \n\n\n\n
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@article{OliveiraER2024,\n\tauthor = {Oliveira, A.R., Nascimento, E.R.S., Coelho, G.M.C., Avila, C.V., Feijó, L., Izquierdo, Y.T., García, G.M., Pinheiro, J.P.V., Leme, L.P.P., Lemos, M., Casanova, M.A.},\n\ttitle = {Small, Medium, and Large Language Models for Text-to-SQL},\n\tjournal = {ER 2024},\n\tvolume = {},\n\tnumber = {},\n        note = {},\n        year = {2024},\n\tkeywords = {Large Language Models, Generative AI, Database Interfaces},\n\tabstract = {},\n\tissn = {},\n\tpages = {},\n\tnote={},\n\tdoi = {https://doi.org/10.1007/978-3-031-75872-0_15},\n\turl = {https://github.com/jpedrojpedro/jpedrojpedro.github.io/raw/master/papers/ER-2024_Small_Medium_and_Large_Language_Models_for_Text-to-SQL.pdf},\n}\n\n
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\n \n\n \n \n \n \n \n \n Improving the Accuracy of Text-to-SQL Tools Based on Large Language Models for Real-World Relational Databases.\n \n \n \n \n\n\n \n Coelho, G.; Nascimento, E.; Izquierdo, Y.; García, G.; Feijó, L.; Lemos, M.; Garcia, R.; de Oliveira, A.; Pinheiro, J.; and Casanova, M.\n\n\n \n\n\n\n DEXA 2024, 14910. 2024.\n \n\n\n\n
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@article{CoelhoDEXA2024,\n\tauthor = {Coelho, G.M.C., Nascimento, E.R.S., Izquierdo, Y.T., García, G.M., Feijó, L., Lemos, M., Garcia, R.L.S., de Oliveira, A.R., Pinheiro, J.P.V., Casanova, M.A.},\n\ttitle = {Improving the Accuracy of Text-to-SQL Tools Based on Large Language Models for Real-World Relational Databases},\n\tjournal = {DEXA 2024},\n\tvolume = {14910},\n\tnumber = {},\n        note = {},\n        year = {2024},\n\tkeywords = {Large Language Models, Generative AI, Database Interfaces},\n\tabstract = {},\n\tissn = {},\n\tpages = {},\n\tnote={},\n\tdoi = {https://doi.org/10.1007/978-3-031-68309-1_8},\n\turl = {https://github.com/jpedrojpedro/jpedrojpedro.github.io/raw/master/papers/DEXA-2024_Improving_the_Accuracy_of_Text-to-SQL_Tools_based_on_Large_Language_Models_for_Real-World_Relational_Databases.pdf},\n}\n
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\n  \n 2023\n \n \n (3)\n \n \n
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\n \n\n \n \n \n \n \n \n Indexing High-Dimensional Vector Streams.\n \n \n \n \n\n\n \n Pinheiro, J. P. V.; Borges, L.; da Silva, B. M.; Leme, L. A. P.; and Casanova, M. A.\n\n\n \n\n\n\n Proceedings of the 25th International Conference on Enterprise Information Systems - ICEIS 2023, 1: 12. 2023.\n \n\n\n\n
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@article{PinheiroICEIS2023,\n\tauthor = {João Pedro V. Pinheiro and Lucas Borges and Bruno M. da Silva and Luiz André P. Leme and Marco A. Casanova},\n\ttitle = {Indexing High-Dimensional Vector Streams},\n\tjournal = {Proceedings of the 25th International Conference on Enterprise Information Systems - ICEIS 2023},\n\tvolume = {1},\n\tnumber = {},\n        note = {},\n        year = {2023},\n\tkeywords = {High-Dimensional Vector Streams, Approximate Nearest Neighbor Search, Product Quantization, Hierarchical Navigable Small World Graphs, Classified Ad, Trading Platform},\n\tabstract = {},\n\tissn = {},\n\tpages = {12},\n\tnote={},\n\tdoi = {https://doi.org/10.5220/0011758900003467},\n\turl = {https://github.com/jpedrojpedro/jpedrojpedro.github.io/raw/master/papers/ICEIS-2023_Indexing-High-Dimensional-Vector-Streams.pdf},\n}\n\n
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\n \n\n \n \n \n \n \n \n Staged Vector Stream Similarity Search Methods.\n \n \n \n \n\n\n \n Pinheiro, J. P. V.; Borges, L.; da Silva, B. M.; Leme, L. A. P.; and Casanova, M. A.\n\n\n \n\n\n\n Lecture Notes in Business Information Processing - LNBIP 2023 by Springer,23. 2023.\n Accepted for Publication\n\n\n\n
\n\n\n\n \n \n \"StagedPaper\n  \n \n\n \n \n doi\n  \n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n \n \n \n \n \n \n \n \n \n \n\n\n\n
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@article{PinheiroLNBIP2023,\n\tauthor = {João Pedro V. Pinheiro and Lucas Borges and Bruno M. da Silva and Luiz André P. Leme and Marco A. Casanova},\n\ttitle = {Staged Vector Stream Similarity Search Methods},\n\tjournal = {Lecture Notes in Business Information Processing - LNBIP 2023 by Springer},\n\tvolume = {},\n\tnumber = {},\n        note = {},\n        year = {2023},\n\tkeywords = {High-dimensional Vector Streams, Approximate NearestNeighbor Search, Product Quantization, Hierarchical Navigable Small World Graphs, Classified Ad},\n\tabstract = {},\n\tissn = {},\n\tpages = {23},\n\tnote={<font color="green">Accepted for Publication</font>},\n\tdoi = {#},\n\turl = {#},\n}\n\n
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\n \n\n \n \n \n \n \n \n On the Construction of Database Interfaces based on Large Language Models.\n \n \n \n \n\n\n \n João Pedro V. Pinheiro, W. Z. V.; and Casanova, M. A.\n\n\n \n\n\n\n International Conference on Web Information Systems and Technologies - WEBIST 2023. 2023.\n Accepted for Publication\n\n\n\n
\n\n\n\n \n \n \"OnPaper\n  \n \n\n \n \n doi\n  \n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n \n \n \n \n \n \n\n\n\n
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@article{PinheiroWEBIST2023,\n\tauthor = {João Pedro V. Pinheiro, Wendy Zuloaga Victorio, Antony Seabra, Yenier Torres Izquierdo, Gustavo M. C. Coelho, Melissa Lemos, Luiz André P. Paes Leme, Antonio L. Furtado and Marco A. Casanova},\n\ttitle = {On the Construction of Database Interfaces based on Large Language Models},\n\tjournal = {International Conference on Web Information Systems and Technologies - WEBIST 2023},\n\tvolume = {},\n\tnumber = {},\n        note = {},\n        year = {2023},\n\tkeywords = {Large Language Models, Generative AI, Database Interfaces},\n\tabstract = {},\n\tissn = {},\n\tpages = {},\n\tnote={<font color="green">Accepted for Publication</font>},\n\tdoi = {#},\n\turl = {#},\n}\n\n
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\n  \n 2021\n \n \n (1)\n \n \n
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\n \n\n \n \n \n \n \n \n Query Answer Reformulation over Knowledge Bases.\n \n \n \n \n\n\n \n Pinheiro, J. P. V.; Casanova, M. A.; and Menendez, E. S.\n\n\n \n\n\n\n Journal of Information and Data Management - JIDM,16. 2021.\n \n\n\n\n
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@article{PinheiroJIDM2021,\n\tauthor = {João Pedro V. Pinheiro and Marco A. Casanova and Elisa S. Menendez},\n\ttitle = {Query Answer Reformulation over Knowledge Bases},\n\tjournal = {Journal of Information and Data Management - JIDM},\n\tvolume = {},\n\tnumber = {},\n        note = {},\n        year = {2021},\n\tkeywords = {Question Answering (QA), Natural Language Query (NLQ), Aggregation, RDF, Semantic Web},\n\tabstract = {},\n\tissn = {},\n\tpages = {16},\n\tnote={},\n\tdoi = {https://doi.org/10.5753/jidm.2021.1914},\n\turl = {https://github.com/jpedrojpedro/jpedrojpedro.github.io/raw/master/papers/JIDM-2021_Query-Answer-Reformulation-over-Knowledge-Bases.pdf},\n}\n\n
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\n  \n 2020\n \n \n (1)\n \n \n
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\n \n\n \n \n \n \n \n \n Improving the Quality of the User Experience by Query Answer Modification.\n \n \n \n \n\n\n \n Pinheiro, J. P. V.; Casanova, M. A.; and Menendez, E. S.\n\n\n \n\n\n\n Proc. XXXV Brazilian Symposium on Databases - SBBD,6. 2020.\n \n\n\n\n
\n\n\n\n \n \n \"ImprovingPaper\n  \n \n\n \n \n doi\n  \n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n  \n \n 8 downloads\n \n \n\n \n \n \n \n \n \n \n\n  \n \n \n \n \n \n \n \n \n \n \n \n \n\n\n\n
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@article{PinheiroSBBD2020,\n\tauthor = {João Pedro V. Pinheiro and Marco A. Casanova and Elisa S. Menendez},\n\ttitle = {Improving the Quality of the User Experience by Query Answer Modification},\n\tjournal = {Proc. XXXV Brazilian Symposium on Databases - SBBD},\n\tvolume = {},\n\tnumber = {},\n        note = {},\n        year = {2020},\n\tkeywords = {Question Answering (QA), Natural Language Query (NLQ), Aggregation, RDF, Semantic Web},\n\tabstract = {},\n\tissn = {},\n\tpages = {6},\n\tnote={},\n\tdoi = {https://doi.org/10.5753/sbbd.2020.13646},\n\turl = {https://github.com/jpedrojpedro/jpedrojpedro.github.io/raw/master/papers/SBBD-2020_Improving-the-Quality-of-the-User-Experience-by-Query-Answer-Modification.pdf},\n}\n\n
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