Juliano Efson Norberto Sales

Juliano Sales has a PhD in Artificial Intelligence from the University of Passau, Germany. He also holds an M.Eng., a MSc and a BSc in Computer Science respectively from the University of Galway (Ireland), the Federal University of Ceará (UFC) and the State University of Ceará (UECE).

Informações coletadas do Lattes em 07/09/2025

Acadêmico

Formação acadêmica

Doutorado em Informatik

2016 - 2021

Universität Passau, UNI/Passau
Título: An Explainable Semantic Parser for End-User Development
Orientador: Siegfried Handschuh

Mestrado em Master of Engineering

2014 - 2015

National University of Ireland Galway, NUI Galway
Título: A Compositional-Distributional Semantic Model for Searching Complex Entity Categories, Ano de Obtenção: 2015
Orientador: Brian Davis

Mestrado em Ciências da Computação

2010 - 2012

Universidade Federal do Ceará
Título: Coordenação e Reconfiguração Dinâmica de Componentes em uma Plataforma de Computação Paralela
, Ano de Obtenção: 2012.Francisco Heron de Carvalho Júnior.Palavras-chave: métodos formais; programação paralela; componentes de software.

Graduação em Ciência da Computação

2005 - 2010

Universidade Estadual do Ceará
Título: Análise Comparativa de Bibliotecas de Programação Concorrente
Orientador: Francisco Heron de Carvalho Júnior

Idiomas

Bandeira representando o idioma Inglês

Compreende Bem, Fala Bem, Lê Bem, Escreve Bem.

Áreas de atuação

Grande área: Ciências Exatas e da Terra / Área: Ciência da Computação / Subárea: Processamento de Linguagem Natural.

Grande área: Ciências Exatas e da Terra / Área: Ciência da Computação / Subárea: Web Semântica.

Grande área: Ciências Exatas e da Terra / Área: Ciência da Computação / Subárea: Lógicas e Semântica de Programas.

Organização de eventos

TRIGO, L. ; FRANCO, W. ; SALES, JULIANO . PROPOR 2022: 15th International Conference on Computational Processing of Portuguese - Demo Sessions. 2022. (Congresso).

SALES, JULIANO EFSON ; HANDSCHUH, SIEGFRIED ; FREITAS, ANDRÉ . SemEval-2017 Task 11: End-User Development using Natural Language. 2017. (Outro).

Participação em eventos

The 12th IEEE International Conference on Semantic Computing. An Open Vocabulary Semantic Parser for End-User Programming using Natural Language. 2018. (Congresso).

*SEM 2016: The Fifth Joint Conference on Lexical and Computational Semantics. A Compositional-Distributional Semantic Model for Searching Complex Entity Categories. 2016. (Congresso).

ACL 2016 : 54th Annual Meeting of the Association for Computational Linguistics. 2016. (Congresso).

15th International Conference on Knowledge Technologies and Data-Driven Business. 2015. (Congresso).

20th International Conference on Application of Natural Language to Information Systems (NLDB 2015). 2015. (Congresso).

The 11th Summer School on Ontology Engineering and the Semantic Web (SSSW'15).A Compositional-Distributional Semantic Model to Address Paraphrasing of Complex Category Descriptors. 2015. (Outra).

The 38th International ACM SIGIR Conference. Linse: A Distributional Semantics Entity Search Engine. 2015. (Congresso).

10º International Conference on Aspect-Oriented Software. 2011. (Congresso).

Orientou

Mounir Ouled Ltaief

Automate Data Cleaning Through Machine Learning; 2018; Dissertação (Mestrado em Informatik) - Universität Passau, ; Coorientador: Juliano Efson Norberto Sales;

Jigyasa Sakhuja

Synthesizing code from its Documentation; 2018; Dissertação (Mestrado em Informatik) - Universität Passau, ; Coorientador: Juliano Efson Norberto Sales;

Aurelien Queloz

Using Machine Learning to Predict the Price of Bitcoin Based on Commodity Prices; 2022; Trabalho de Conclusão de Curso; (Graduação em Business Administration) - Universität St; Gallen; Orientador: Juliano Efson Norberto Sales;

Produções bibliográficas

  • DA SILVA, JOSÉ WELLINGTON FRANCO ; VENCESLAU, AMANDA DRIELLY PIRES ; SALES, JULIANO EFSON ; MAIA, JOSÉ GILVAN RODRIGUES ; PINHEIRO, VLÁDIA CÉLIA MONTEIRO ; VIDAL, VÂNIA MARIA PONTE . A short survey on end-to-end simple question answering systems. ARTIFICIAL INTELLIGENCE REVIEW , v. 1, p. 1, 2020.

  • Arthur Batista ; Fabricio D?Morison Marinho ; Thiago Rocha ; Wilson Oliveira Neto ; Giovanni Antonaccio ; Tainah Chaves ; Diego Falcão ; SANTOS, FLAVIA ; GIUNTINI, FELIPE T. ; SALES, JULIANO EFSON . Automated Bug Triaging in a Global Software Development Environment: An Industry Experience. International Conference on Applications of Natural Language to Information Systems NLDB 2022. 1ed.: Springer, 2022, v. , p. 160-171.

  • SALES, JULIANO EFSON ; FREITAS, ANDRÉ ; Oliveira, Douglas ; Koumpis, Adamantios ; HANDSCHUH, SIEGFRIED . Revisiting Principles and Challenges in Natural Language Programming. Learning and Analytics in Intelligent Systems. 1ed.: Springer International Publishing, 2020, v. , p. 7-19.

  • SALES, JULIANO EFSON ; FREITAS, ANDRÉ ; HANDSCHUH, SIEGFRIED . A User-centred Analysis of Explanations for a Multi-component Semantic Parser. Lecture Notes in Computer Science. 1ed.: Springer International Publishing, 2020, v. , p. 37-44.

  • SCHABERREITER, T. ; RONING, J. ; QUIRCHMAYR, G. ; KUPFERSBERGER, V. ; WILLS, C. C. ; BREGONZIO, M. ; KOUMPIS, A. ; SALES, JULIANO EFSON ; VASILIU, L. ; GAMMELGAARD, K. ; PAPANIKOLAOU, A. ; RANTOS, K. ; SPYROS, A. . A Cybersecurity Situational Awareness and Information-Sharing Solution for Local Public Administrations based on Advanced Big Data Analysis: The CS-AWARE Project. In: Jorge Bernal Bernabe; Antonio Skarmeta. (Org.). Challenges in Cybersecurity and Privacy - the European Research Landscape. 1ed.Gistrup: River Publishers, 2019, v. , p. 149-180.

  • FREITAS, ANDRÉ ; BARZEGAR, SIAMAK ; SALES, JULIANO EFSON ; HANDSCHUH, SIEGFRIED ; DAVIS, BRIAN . Semantic Relatedness for All (Languages): A Comparative Analysis of Multilingual Semantic Relatedness Using Machine Translation. Lecture Notes in Computer Science. 1ed.: Springer International Publishing, 2016, v. , p. 212-222.

  • DE FIGUEIREDO, LORENA P. ; GOMES, JONATHAN P. ; DE S. SANTOS, FLAVIA ; QUEIROZ, GUILHERME M. ; GIUNTINI, FELIPE T. ; SALES, JULIANO E. . An automatic approach to detect problems in Android builds through screenshot analysis. In: SAC '22: The 37th ACM/SIGAPP Symposium on Applied Computing, 2022, Virtual Event. Proceedings of the 37th ACM/SIGAPP Symposium on Applied Computing. New York: ACM, 2022. p. 926.

  • MAIA, MACEDO ; SALES, JULIANO EFSON ; FREITAS, ANDRE ; HANDSCHUH, SIEGFRIED ; ENDRES, MARKUS . A Comparative Study of Deep Neural Network Models on Multi-Label Text Classification in Finance. In: 2021 IEEE 15th International Conference on Semantic Computing (ICSC), 2021, Laguna Hills. 2021 IEEE 15th International Conference on Semantic Computing (ICSC), 2021. p. 183.

  • FONSECA, SAMUEL C. ; LUCENA, MATEUS C. ; REIS, TIAGO M. ; CABRAL, PEDRO F. ; SILVA, WALMIR A. ; DE S. SANTOS, FLAVIA ; GIUNTINI, FELIPE T. ; SALES, JULIANO . Automatically Deciding on the Integration of Commits Based on Their Descriptions. In: 2021 36th IEEE/ACM International Conference on Automated Software Engineering (ASE), 2021, Melbourne. 2021 36th IEEE/ACM International Conference on Automated Software Engineering (ASE), 2021. p. 1131.

  • SALES, JULIANO EFSON ; SOUZA, L. ; BARZEGAR, SIAMAK ; DAVIS, BRIAN ; FREITAS, ANDRÉ ; HANDSCHUH, SIEGFRIED . Indra: A Word Embedding and Semantic Relatedness Server. In: 11th Language Resources and Evaluation Conference - LREC, 2018, Miyazaki. Proceedings of the 11th Language Resources and Evaluation Conference LREC, 2018.

  • SALES, JULIANO EFSON ; BARZEGAR, SIAMAK ; FRANCO, W. ; BERMEITINGER, B. ; CUNHA, T. ; DAVIS, BRIAN ; FREITAS, ANDRÉ ; HANDSCHUH, SIEGFRIED . A Multilingual Test Collection for the Semantic Search of Entity Categories. In: 11th Language Resources and Evaluation Conference - LREC, 2018, Miyazaki. Proceedings of the 11th Language Resources and Evaluation Conference LREC, 2018.

  • SALES, JULIANO EFSON ; FREITAS, ANDR' ; HANDSCHUH, SIEGFRIED . An Open Vocabulary Semantic Parser for End-User Programming Using Natural Language. In: 2018 IEEE 12th International Conference on Semantic Computing (ICSC), 2018, Laguna Hills. 2018 IEEE 12th International Conference on Semantic Computing (ICSC), 2018. p. 77.

  • SALES, JULIANO EFSON ; HANDSCHUH, SIEGFRIED ; FREITAS, ANDRÉ . SemEval-2017 Task 11: End-User Development using Natural Language. In: 11th International Workshop on Semantic Evaluation (SemEval 2017), 2017, Vancouver. Proceedings of the 11th International Workshop on Semantic Evaluation (SemEval 2017), 2017.

  • SALES, JULIANO EFSON ; FREITAS, ANDRÉ ; DAVIS, BRIAN. ; HANDSCHUH, SIEGFRIED . A Compositional-Distributional Semantic Model for Searching Complex Entity Categories. In: *SEM 2016: THE FIFTH JOINT CONFERENCE ON LEXICAL AND COMPUTATIONAL SEMANTICS, 2016, Berlin. Proceedings of THE FIFTH JOINT CONFERENCE ON LEXICAL AND COMPUTATIONAL SEMANTICS, 2016.

  • FREITAS, ANDRÉ ; SALES, JULIANO EFSON ; HANDSCHUH, SIEGFRIED ; CURRY, EDWARD . How hard is this query? Measuring the Semantic Complexity of Schema-agnostic Queries. In: The 11th International Conference on Computational Semantics (IWCS 2015), 2015, London. Proceedings of the 11th International Conference on Computational Semantics, 2015. p. 294-304.

  • SANTOS, FLAVIA ; SALES, JULIANO ; GIUNTINI, FELIPE ; GODOY, CRISTIANO . A Preliminary Analysis of Communication Preferences in a Global Software Development Environment. In: SIGDOC '21: The 39th ACM International Conference on Design of Communication, 2021, Virtual Event USA. The 39th ACM International Conference on Design of Communication, 2021. p. 357.

  • SALES, JULIANO EFSON ; KOUMPIS, A. ; HANDSCHUH, SIEGFRIED . Body consciousness models in the form of digital assets. In: Body Consciousness in Natural and Artificial Environments, 2018, Reutlingen, Germany. Proceedings of the Workshop IEEEVR 2018 Body Consciousness in Natural and Artificial Environments, 2018.

  • SALES, JULIANO EFSON ; HANDSCHUH, SIEGFRIED ; DAVIS, BRIAN . Linse. In: the 38th International ACM SIGIR Conference, 2015, Santiago. Proceedings of the 38th International ACM SIGIR Conference on Research and Development in Information Retrieval - SIGIR '15. New York: ACM Press, 2015. p. 1045.

  • BARZEGAR, SIAMAK ; SALES, JULIANO EFSON ; FREITAS, ANDRE ; HANDSCHUH, SIEGFRIED ; DAVIS, BRIAN . DINFRA. In: the 38th International ACM SIGIR Conference, 2015, Santiago. Proceedings of the 38th International ACM SIGIR Conference on Research and Development in Information Retrieval - SIGIR '15. New York: ACM Press, 2015. p. 1027.

Outras produções

SALES, JULIANO EFSON . Reviewer at the Financial Opinion Mining and Question Answering Open Challenge (WWW 18). 2018.

SALES, JULIANO EFSON . Member of the Steering Committee of the 13th International Workshop on Semantic Evaluation (SemEval). 2018.

SALES, JULIANO EFSON . Member of the Scientific Committee of the 11th Language Resources and Evaluation Conference (LREC). 2018.

SALES, JULIANO EFSON . Member of the Program Committee of the Task 11 of the 11th International Workshop on Semantic Evaluation (SemEval). 2017.

SALES, JULIANO EFSON . Member of the Scientific Committee of the 10th Language Resources and Evaluation Conference (LREC). 2016.

Prêmios

2018

Best Student Paper Award, IEEE International Conference on Semantic Computing.

2009

Escudo de Prata, Banco do Nordeste do Brasil.

Histórico profissional

Endereço profissional

  • LexisNexis. , R. Funchal, 538, Vila Olímpia, 69055035 - São Paulo, SP - Brasil, Telefone: (11) 26551547, URL da Homepage:

Experiência profissional

2025 - Atual

INSTITUTO ARGO

Vínculo: Pesquisador, Enquadramento Funcional: Pesquisador

2022 - Atual

LexisNexis, .

Vínculo: Celetista, Enquadramento Funcional: Data Science Manager

2021 - 2022

Sidia Instituto de Ciência e Tecnologia

Vínculo: Celetista, Enquadramento Funcional: Especialista

2018 - 2021

Universität St. Gallen

Vínculo: Celetista, Enquadramento Funcional: Researcher

2015 - 2018

Universität Passau, UNI/Passau

Vínculo: Bolsista, Enquadramento Funcional: PhD Researcher, Carga horária: 40

2014 - 2015

The Insight Centre for Data Analytics

Vínculo: Bolsista, Enquadramento Funcional: Research Assistent, Carga horária: 30

2005 - 2013

Banco do Nordeste do Brasil

Vínculo: Celetista formal, Enquadramento Funcional: Software Engineer, Carga horária: 30

2013 - 2013

Centro Universitário Estácio do Ceará

Vínculo: Celetista, Enquadramento Funcional: Professor Assistente III, Carga horária: 14

Atividades

  • 02/2013 - 07/2013

    Ensino, Graduação Tecnológica em Redes de Computadores, Nível: Graduação,Disciplinas ministradas, Arquitetura de Sistemas Distribuídos, Protocolos de Roteamento, Sistemas Operacionais

2007 - 2007

Universidade Estadual do Ceará

Vínculo: Voluntário, Enquadramento Funcional: Monitor, Carga horária: 2

Outras informações:
Monitor da disciplina de Software Básico do curso de Ciência da Computação sob a orientação da professora Maria de Fátima Costa de Souza nos semestres 2007.1 e 2007.2.