Erick Rocha Fonseca

Pós-doutorado

Idiomas

Áreas de atuação

Organização de eventos

Participação em eventos

Participação em bancas

Produções bibliográficas

• Fonseca, Erick Rocha ; SANTOS, L. B. ; CRISCUOLO, M. ; ALUÍSIO, SANDRA MARIA . Visão Geral da Avaliação de Similaridade Semântica e Inferência Textual. LINGUAMÁTICA (BRAGA) , v. 8, p. 3-13, 2016.

• FONSECA, ERICK R ; G ROSA, JOÃO LUÍS ; ALUÍSIO, SANDRA MARIA . Evaluating word embeddings and a revised corpus for part-of-speech tagging in Portuguese. Journal of The Brazilian Computer Society (Online) , v. 21, p. 2, 2015.

• Fonseca, Erick Rocha ; ALUÍSIO, SANDRA MARIA . Improving POS Tagging Across Portuguese Variants with Word Embeddings. In: João Silva; Ricardo Ribeiro; Paulo Quaresma; André Adami; António Branco. (Org.). Lecture Notes in Computer Science. 1ed.: Springer International Publishing, 2016, v. , p. 227-232.

• de Mendonça Almeida, Gustavo Augusto ; Avanço, Lucas ; Duran, Magali Sanches ; Fonseca, Erick Rocha ; Nunes, Maria das Graças Volpe ; ALUÍSIO, SANDRA MARIA . Evaluating Phonetic Spellers for User-Generated Content in Brazilian Portuguese. In: João Silva; Ricardo Ribeiro; Paulo Quaresma; André Adami; António Branco. (Org.). Lecture Notes in Computer Science. 1ed.: Springer International Publishing, 2016, v. , p. 361-373.

• Fonseca, Erick Rocha ; MARTINS, ANDRÉ F. T. . Revisiting Higher-Order Dependency Parsers. In: 58th Annual Meeting of the Association for Computational Linguistics, 2020, Seattle. Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics, 2020. p. 8795-8800.

• FONSECA, ERICK ; YANKOVSKAYA, LISA ; MARTINS, ANDRÉ F. T. ; FISHEL, MARK ; FEDERMANN, CHRISTIAN . Findings of the WMT 2019 Shared Tasks on Quality Estimation. In: Proceedings of the Fourth Conference on Machine Translation (Volume 3: Shared Task Papers, Day 2), 2019, Florence. Proceedings of the Fourth Conference on Machine Translation (Volume 3: Shared Task Papers, Day 2). Stroudsburg: Association for Computational Linguistics, 2019. p. 1.

• FONSECA, E. R. ; ALUÍSIO, SANDRA MARIA . Syntactic Knowledge for Natural Language Inference in Portuguese. In: International Conference on Computational Processing of the Portuguese Language, 2018, Canela. Computational Processing of the Portuguese Language. Cham: Springer, 2018. v. 11122. p. 242-252.

• FONSECA, E. R. ; MEDEIROS, I. ; KAMIKAWACHI, D. ; BOKAN, A. . Automatically Grading Brazilian Student Essays. In: International Conference on Computational Processing of the Portuguese Language, 2018, Canela. Computational Processing of the Portuguese Language. Cham: Springer, 2018. v. 11122. p. 170-179.

• CRISCUOLO, M. ; FONSECA, E. R. ; ALUÍSIO, SANDRA MARIA ; SPERANCA-CRISCUOLO, A. C. . MilkQA: a Dataset of Consumer Questions for the Task of Answer Selection. In: Brazilian Conference on Intelligent Systems (BRACIS), 2017, Uberlândia. Proceedings of the Brazilian Conference on Intelligent Systems 2017, 2017.

• HARTMANN, N. S. ; FONSECA, E. R. ; SHULBY, C. D. ; TREVISO, M. V. ; RODRIGUES, J. S. ; ALUÍSIO, SANDRA MARIA . Portuguese Word Embeddings: Evaluating on Word Analogies and Natural Language Tasks. In: Symposium in Information and Human Language Technology (STIL), 2017, Uberlândia. Proceedings of the XI Brazilian Symposium in Information and Human Language Technology, 2017.

• FONSECA, E. R. ; MAGNOLINI, S. ; FELTRACCO, A. ; QWAIDER, M. R. H. ; MAGNINI, B. . Tweaking Word Embeddings for FAQ Ranking. In: Fifth Evaluation Campaign of Natural Language Processing and Speech Tools for Italian, 2016, Nápoles. Proceedings of Third Italian Conference on Computational Linguistics (CLiC-it 2016) & Fifth Evaluation Campaign of Natural Language Processing and Speech Tools for Italian. Final Workshop (EVALITA 2016), 2016.

• FONSECA, E. R. ; ALUÍSIO, SANDRA MARIA . A Deep Architecture for Non-Projective Dependency Parsing. In: Workshop on Vector Space Modeling for NLP, co-located with NAACL 2015, 2015, Denver. Proceedings of the 1st Workshop on Vector Space Modeling for Natural Language Processing, 2015. p. 56-61.

• FONSECA, E. R. ; ALUÍSIO, SANDRA MARIA . Semi-Automatic Construction of a Textual Entailment Dataset: Selecting Candidates with Vector Space Models. In: X Brazilian Symposium in Information and Human Language Technology, 2015, Natal, RN. Proceedings of the X Symposium in Information and Human Language Technology, 2015. p. 201-210.

• FONSECA, E. R. ; ROSA, J.L.G. . A Two-Step Convolutional Neural Network Approach for Semantic Role Labeling. In: International Joint Conference on Neural Networks, 2013, Dallas. Proceedings of the 2013 International Joint Conference on Neural Networks, 2013. p. 2955-2961.

• FONSECA, E. R. ; ROSA, J.L.G. . Mac-Morpho Revisited: Towards Robust Part-of-Speech Tagging. In: IX Brazilian Symposium in Information and Human Language Technology, 2013, Fortaleza. Proceedings of the 9th Brazilian Symposium in Information and Human Language Technology, 2013. p. 98-107.

• FONSECA, E. R. ; ROSA, J.L.G. . An Architecture for Semantic Role Labeling on Portuguese. In: PROPOR 2012 - International Conference on Computational Processing of Portuguese, 2012, Coimbra, Portugal. Lecture Notes in Computer Science - PROPOR 2012, 2012. v. 7243. p. 204-209.

• FONSECA, E. R. ; FUCHSHUBER, R. ; PLASTINO, A. ; MARTINS, S. L. . MDM-GRASP: Uma Metaheurística Híbrida e Adaptativa. In: Simpósio Brasileiro de Pesquisa Operacional, 2009, Porto Seguro. Anais do XLI Simpósio Brasileiro de Pesquisa Operacional, 2009. p. 3391-3398.

• PLASTINO, A. ; FONSECA, E. R. ; FUCHSHUBER, R. ; MARTINS, S. L. ; FREITAS, A. A. ; MARTINO, L. ; SALHI, S. . A Hybrid Data Mining Metaheuristic for the p-Median Problem. In: SIAM International Conference on Data Mining, 2009, Denver, Colorado, EUA. Proceedings of the SIAM International Conference on Data Mining, 2009, 2009. p. 305-316.

• FONSECA, E. R. ; FUCHSHUBER, R. ; SANTOS, L. F. ; PLASTINO, A. ; MARTINS, S. L. . Explorando a Metaheurística Híbrida DM-GRASP para o Problema de Multicast Confiável. In: XL Simpósio Brasileiro de Pesquisa Operacional, 2008, João Pessoa. Anais do XL Simpósio Brasileiro de Pesquisa Operacional, 2008. p. 1284-1295.

• FONSECA, E. R. ; FUCHSHUBER, R. ; SANTOS, L. F. ; PLASTINO, A. ; MARTINS, S. L. . Exploring the Hybrid Metaheuristic DM-GRASP for Efficient Server Replication for Reliable Multicast. In: International Conference on Metaheuristics and Nature Inspired Computing, 2008, Hammammet. Proceedings of the 2nd International Conference on Metaheuristics and Nature Inspired Computing, 2008.

• FONSECA, E. R. ; ROSA, J.L.G. . Mac-Morpho Revisited: Towards Robust Part-of-Speech Tagging. 2013. (Apresentação de Trabalho/Simpósio).

• FONSECA, E. R. ; FUCHSHUBER, R. ; MARTINS, S. L. ; PLASTINO, A. ; SANTOS, L. F. . XL Simpósio Brasileiro de Pesquisa Operacional. 2008. (Apresentação de Trabalho/Simpósio).

• TREVISO, M. V. ; GOIS, A. ; FERNANDES, P. ; FONSECA, ERICK ; MARTINS, A. F. T. . Predicting Attention Sparsity in Transformers 2021 (Arxiv preprint).

Outras produções

Prêmios