Márcio de Souza Dias

According to our database, Márcio de Souza Dias authored at least 17 papers between 2014 and 2026.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2026

Segmenting Brazilian legislative text using weak supervision and active learning.

Felipe Alves Siqueira, Diany Pressato, Fabíola S. F. Pereira, Nádia Félix F. da Silva, Ellen Souza, Márcio de Souza Dias, André C. P. L. F. de Carvalho

Artif. Intell. Law, March, 2026

Comparative analysis of data sampling techniques for legal text classification in real-world scenarios.

Daniela Lopes Freire, Leandro O. da Silva, Márcio de Souza Dias, Alex Marino Gonçalves de Almeida, Adriano Rivolli, Fabíola S. F. Pereira, Giliard Almeida de Godoi, Márcio P. Basgalupp, André C. P. L. F. de Carvalho

Log. J. IGPL, 2026

UlyssesLegalNER-Br: from Legislative to Legal, a comprehensive corpus of Brazilian legal documents for Named Entity Recognition.

Hidelberg Oliveira Albuquerque, Ellen Souza, Danilo C. G. Lucena, Heldon Jose Oliveira Albuquerque, Nádia Félix F. da Silva, Márcio de Souza Dias, Rafael O. Nunes, Adriano L. I Oliveira, André C. P. L. F. de Carvalho

Proceedings of the 17th International Conference on Computational Processing of Portuguese, 2026

2025

Ulysses Tesemõ: a new large corpus for Brazilian legal and governmental domain.

Felipe Alves Siqueira, Douglas Vitório, Ellen Souza, José A. P. Santos, Hidelberg Oliveira Albuquerque, Márcio de Souza Dias, Nádia Félix F. da Silva, André C. P. L. F. de Carvalho, Adriano L. I. Oliveira, Carmelo J. A. Bastos Filho

Lang. Resour. Evaluation, June, 2025

2024

Natural Language Processing Application in Legislative Activity: a Case Study of Similar Amendments in the Brazilian Senate.

Diany Pressato, Pedro Lucas Castro de Andrade, Flávio Rocha Junior, Felipe Alves Siqueira, Ellen Polliana Ramos Souza, Nádia Félix Felipe da Silva, Márcio de Souza Dias, André Carlos Ponce de Leon Ferreira de Carvalho

Proceedings of the 16th International Conference on Computational Processing of Portuguese, 2024

2023

Técnicas de sumarização de textos jurídicos para suporte à classificação de documentos de decisões judiciais.

Hellen Harada, Fabíola S. F. Pereira, Alex Marino Gonçalves de Almeida, Daniela Lopes Freire, Márcio de Souza Dias, Nádia Félix F. da Silva, Pedro Lucas Castro de Andrade, André C. P. L. F. de Carvalho

Proceedings of the 14th Brazilian Symposium in Information and Human Language Technology, 2023

Threshold-Based Classification to Enhance Confidence in Open Set of Legal Texts.

Daniela Lopes Freire, Alex Marino Gonçalves de Almeida, Márcio de Souza Dias, Adriano Rivolli, Fabíola S. F. Pereira, Giliard Almeida de Godoi, André C. P. L. F. de Carvalho

Proceedings of the Intelligent Data Engineering and Automated Learning - IDEAL 2023, 2023

Exploratory Study of Data Sampling Methods for Imbalanced Legal Text Classification.

Daniela Lopes Freire, Alex Marino Gonçalves de Almeida, Márcio de Souza Dias, Adriano Rivolli, Fabíola S. F. Pereira, Giliard Almeida de Godoi, André C. P. L. F. de Carvalho

Proceedings of the Hybrid Artificial Intelligent Systems - 18th International Conference, 2023

2022

UlyssesNER-Br: A Corpus of Brazilian Legislative Documents for Named Entity Recognition.

Hidelberg Oliveira Albuquerque, Rosimeire Costa, Gabriel Silvestre, Ellen Souza, Nádia Félix F. da Silva, Douglas Vitório, Gyovana Moriyama, Lucas Martins, Luiza Soezima, Augusto Nunes, Felipe Siqueira, João Pedro M. Tarrega, João Vitor P. Beinotti, Márcio de Souza Dias, Matheus Silva, Miguel de Mattos Gardini, Vinícius Adolfo Pereira da Silva, André C. P. L. F. de Carvalho, Adriano L. I. Oliveira

Proceedings of the Computational Processing of the Portuguese Language, 2022

UlyssesSD-Br: Stance Detection in Brazilian Political Polls.

Dyonnatan Ferreira Maia, Nádia Félix F. da Silva, Ellen Polliana Ramos Souza, Augusto Sousa Nunes, Lucas C. Procópio, Guthemberg da S. Sampaio, Márcio de Souza Dias, Adrio O. Alves, Dyéssica F. Maia, Ingrid A. Ribeiro, Fabíola S. F. Pereira, André C. P. L. F. de Carvalho

Proceedings of the Progress in Artificial Intelligence, 2022

Expanding UlyssesNER-Br Named Entity Recognition Corpus with Informal User-Generated Text.

Rosimeire Costa, Hidelberg Oliveira Albuquerque, Gabriel Silvestre, Nádia Félix F. da Silva, Ellen Souza, Douglas Vitório, Augusto Nunes, Felipe Siqueira, João Pedro M. Tarrega, João Vitor P. Beinotti, Márcio de Souza Dias, Fabíola S. F. Pereira, Matheus Silva, Miguel de Mattos Gardini, Vinícius Adolfo Pereira da Silva, André C. P. L. F. de Carvalho, Adriano Lorena Inácio de Oliveira

Proceedings of the Progress in Artificial Intelligence, 2022

2017

The Coreference Annotation of the CSTNews Corpus.

Thiago Alexandre Salgueiro Pardo, Jorge Baptista, Magali Sanches Duran, Maria das Graças Volpe Nunes, Fernando Antônio Asevedo Nóbrega, Sandra Maria Aluísio, Ariani Di Felippo, Eloize Rossi Marques Seno, Raphael Rocha da Silva, Rafael Torres Anchiêta, Henrico Bertini Brum, Márcio de Souza Dias, Rafael de Sousa Oliveira Martins, Erick Galani Maziero, Jackson Wilke da Cruz Souza, Francielle Alves Vargas

Proceedings of the Second Workshop on Evaluation of Human Language Technologies for Iberian Languages (IberEval 2017) co-located with 33th Conference of the Spanish Society for Natural Language Processing (SEPLN 2017), 2017

2015

Enriching entity grids and graphs with discourse relations: the impact in local coherence evaluation.

Márcio de Souza Dias, Thiago A. S. Pardo

Proceedings of the 10th Brazilian Symposium in Information and Human Language Technology, 2015

A Discursive Grid Approach to Model Local Coherence in Multi-document Summaries.

Márcio de Souza Dias, Thiago Alexandre Salgueiro Pardo

Proceedings of the SIGDIAL 2015 Conference, 2015

A Qualitative Analysis of a Corpus of Opinion Summaries based on Aspects.

Roque Enrique López Condori, Thiago Alexandre Salgueiro Pardo, Lucas Avanço, Pedro Paulo Balage Filho, Alessandro Bokan, Paula Christina Figueira Cardoso, Márcio de Souza Dias, Fernando Antônio Asevedo Nóbrega, Marco Antonio Sobrevilla Cabezudo, Jackson Wilke da Cruz Souza, Andressa Zacarias, Eloize Rossi Marques Seno, Ariani Di Felippo

Proceedings of The 9th Linguistic Annotation Workshop, 2015

2014

Using Rhetorical Structure Theory and Entity Grids to Automatically Evaluate Local Coherence in Texts.

Márcio de Souza Dias, Valéria Delisandra Feltrim, Thiago Alexandre Salgueiro Pardo

Proceedings of the Computational Processing of the Portuguese Language, 2014

Building a Language Model for Local Coherence in Multi-document Summaries Using a Discourse-Enriched Entity-Based Model.

Maria Lucía del Rosario Castro Jorge, Márcio de Souza Dias, Thiago Alexandre Salgueiro Pardo

Proceedings of the 2014 Brazilian Conference on Intelligent Systems, 2014