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. (eds.). Berlin, Heidelberg: Springer, p. 55-64 10 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 6001 LNAI).

Research output: Contributions to collected editions/works › Article in conference proceedings › Research › peer-review

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, p. 43-53 11 p.

Research output: Contributions to collected editions/works › Article in conference proceedings › Research › peer-review

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. (eds.). Cham: Springer Nature Switzerland AG, p. 648-662 15 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 12319 LNAI).

Research output: Contributions to collected editions/works › Article in conference proceedings › Research › peer-review

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., p. 1589-1593 5 p. ( International Conference on Tools with Artificial Intelligence, ICTAI).

Research output: Contributions to collected editions/works › Article in conference proceedings › Research › peer-review

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., p. 117-124 8 p. 5532445

Research output: Contributions to collected editions/works › Article in conference proceedings › Research › peer-review

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., p. 3331-3338 8 p. 7966274. (Proceedings of the International Joint Conference on Neural Networks; vol. 2017).

Research output: Contributions to collected editions/works › Article in conference proceedings › Research › peer-review

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. (eds.). Cham: Springer Nature Switzerland AG, p. 166-176 11 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 13208 LNAI).

Research output: Contributions to collected editions/works › Article in conference proceedings › Research › peer-review

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. (eds.). Berlin, Heidelberg: Springer, p. 146-156 11 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 7243 LNAI).

Research output: Contributions to collected editions/works › Article in conference proceedings › Research › peer-review

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. (ed.). Berlin: Springer, p. 100-112 13 p. (Lecture Notes in Computer Science; vol. 6008 ).

Research output: Contributions to collected editions/works › Article in conference proceedings › Research › peer-review

FaQuAD: Reading comprehension dataset in the domain of brazilian higher education

Sayama, H. F., Araujo, A. V. & Fernandes, E. R., 10.2019, 2019 Brazilian Conference on Intelligent Systems: BRACIS 2019 : 15-18 October 2019, Salvador, Bahia, Brazil : proceedings. Piscataway: Institute of Electrical and Electronics Engineers Inc., p. 443-448 6 p. 8923668. (Proceedings - Brazilian Conference on Intelligent Systems; no. 8).

Research output: Contributions to collected editions/works › Article in conference proceedings › Research › peer-review