A machine learning approach to Portuguese clause identification

Fernandes, E. R., Dos Santos, C. N. & Milidiú, R. L., 2010, Computational Processing of the Portuguese Language: 9th International Conference, PROPOR 2010, Porto Alegre, RS, Brazil, April 27-30, 2010. Proceedings. Pardo, T. A. S., Branco, A., Klautau, A., Viera, R. & de Lima, V. L. S. (Hrsg.). Berlin, Heidelberg: Springer, S. 55-64 10 S. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); Band 6001 LNAI).

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A Soft Alignment Model for Bug Deduplication

Rodrigues, I. M., Aloise, D., Fernandes, E. R. & Dagenais, M., 29.06.2020, 2020 IEEE/ACM 17th International Conference on Mining Software Repositories: MSR 2020, Proceedings; Seoul, Republic of Korea 29-30 June 2020. New York: Association for Computing Machinery, Inc, S. 43-53 11 S.

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A Study on the Impact of Intradomain Finetuning of Deep Language Models for Legal Named Entity Recognition in Portuguese

Bonifacio, L. H., Vilela, P. A., Lobato, G. R. & Fernandes, E. R., 2020, Intelligent Systems: 9th Brazilian Conference, BRACIS 2020, Rio Grande, Brazil, October 20–23, 2020, Proceedings, Part I. Cerri, R. & Prati, R. C. (Hrsg.). Cham: Springer Nature Switzerland AG, S. 648-662 15 S. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); Band 12319 LNAI).

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BERT for stock market sentiment analysis

Sousa, M. G., Sakiyama, K., Rodrigues, L. D. S., Moraes, P. H., Fernandes, E. & Matsubara, E. T., 11.2019, IEEE 31st International Conference on Tools with Artificial Intelligence: ICTAI 2019 : proceedings : 4-6 November 2019, Portland, Oregon. Piscataway: IEEE - Institute of Electrical and Electronics Engineers Inc., S. 1589-1593 5 S. ( International Conference on Tools with Artificial Intelligence, ICTAI).

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Clause identification using entropy guided transformation learning

Fernandes, E. R., Pires, B. A., dos Santos, C. N. & Milidiú, R. L., 2009, 2009 Seventh Brazilian Symposium in Information and Human Language Technology, STIL 2009: 8 - 11 September 2009, São Carlos, São Paulo, Brazil; Proceedings . Piscataway: IEEE - Institute of Electrical and Electronics Engineers Inc., S. 117-124 8 S. 5532445

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Domain adaptation of POS taggers without handcrafted features

Rodrigues, I. M., Fernandes, E. R. & dos Santos, C. N., 30.06.2017, IJCNN 2017: the International Joint Conference on Neural Networks. Piscataway: Institute of Electrical and Electronics Engineers Inc., S. 3331-3338 8 S. 7966274. (Proceedings of the International Joint Conference on Neural Networks; Band 2017).

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Entity Extraction from Portuguese Legal Documents Using Distant Supervision

Navarezi, L. M., Sakiyama, K., Rodrigues, L. S., Robaldo, C. M. O., Lobato, G. R., Vilela, P. A., Matsubara, E. T. & Fernandes, E. R., 2022, Computational Processing of the Portuguese Language : 15th International Conference, PROPOR 2022, Fortaleza, Brazil, March 21-23, 2022, Proceedings. Pinheiro, V., Gamallo, P., Amaro, R., Scarton, C., Batista, F., Silva, D., Magro, C. & Pinto, H. (Hrsg.). Cham: Springer Nature Switzerland AG, S. 166-176 11 S. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); Band 13208 LNAI).

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Entropy-guided feature generation for structured learning of Portuguese dependency parsing

Fernandes, E. R. & Milidiú, R. L., 2012, Computational Processing of the Portuguese Language: 10th International Conference, PROPOR 2012, Coimbra, Portugal, April 17-20, 2012. Proceedings. Caseli, H., Villavicencio, A., Teixeira, A. & Perdigao, F. (Hrsg.). Berlin, Heidelberg: Springer, S. 146-156 11 S. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); Band 7243 LNAI).

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ETL ensembles for chunking, NER and SRL

dos Santos, C. N., Milidiú, R. L., Crestana, C. E. M. & Fernandes, E. R., 2010, Computational Linguistics and Intelligent Text Processing: 11th International Conference, CICLing 2010, Iaşi, Romania, March 21-27, 2010. Proceedings. Gelbukh, A. (Hrsg.). Berlin: Springer, S. 100-112 13 S. (Lecture Notes in Computer Science; Band 6008 ).

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