Research


For more details about my publications please reach out for me or check out my GoogleScholar Profile or Semantic Scholar.

Interests

My research interest is the result of an overlap between natural language processing, data science, and machine learning applied to text mining to extract semantic features.

  • Natural Language Processing
    • Semantic feature extraction
    • Paraphrase Generation/Detection
    • Attention mechanisms
    • Fake News detection
  • Data Science
  • Word embeddings (Contextual and Static)
    • (In)stability
  • Scientometrics
  • Recommender Systems
  • Machine Learning

Service

  • ACM/IEEE-CS Joint Conference on Digital Libraries (Reviewer), JCDL, Urbana-Champaign, Illinois, USA, 2021.
  • 16th International Symposium for Information Science, ISI, Doctoral Consortium Reviewer, University Regensburg, 2021.
  • 2nd Workshop on Scholarly Document Processing (Reviewer), SDP, at NAACL, (virtual), 2021.
  • 11th International Workshop on Bibliometric-enhanced Information Retrieval (Reviewer), BIR, at ECIR, Lucca (virtual), 2021.
  • Expert Systems With Applications: An International Journal (Reviewer), ESWA, Elsevier, 2020.
  • ACM/IEEE-CS Joint Conference on Digital Libraries (Reviewer), JCDL, Xi’an, Shaanxi, P. R. China, 2020.
  • International Journal on Digital Libraries (Reviewer), IJDL, Springer, 2020.
  • 3rd Workshop on Multimedia Pragmatics: A Cross-Fertilization of Content-Based Retrieval and Natural Language Processing (Reviewer), MMPrag, ACM, Shenzhen, Guangdong, China, 2020.
  • ACM/IEEE-CS Joint Conference on Digital Libraries (Reviewer), JCDL, Urbana-Champaign, Illinois, USA, 2019.
  • 2nd Workshop on Multimedia Pragmatics: A Cross-Fertilization of Content-Based Retrieval and Natural Language Processing (Reviewer), MMPrag, ACM, San Jose, California, USA, 2019.
  • International Journal on Digital Libraries (Reviewer), IJDL, Springer, 2019.
  • Journal of the Association for Information Science and Technology (Reviewer), JASIST, WILEY, 2019.
  • 12th International Conference on Semantic Computing (Sub Reviewer), ICSC, IEEE, 2018.
  • 1st Workshop on Multimedia Pragmatics: A Cross-Fertilization of Content-Based Retrieval and Natural Language Processing, MMPrag, ACM, 2018.
  • 9th International Conference on Management of Digital EcoSystems (Student Track Reviewer), MEDES, ACM, 2017.
  • 12th International Conference on Digital Information Management, ICDIM, IEEE, 2017.
  • 11th International Conference on Semantic Computing, ICSC, IEEE, 2017.
  • 11th International Conference on Digital Information Management, ICDIM, IEEE, 2016.
  • International Conference on Communication Systems and Network Technologies, CSNT, IEEE, 2012.
  • First International Conference on Integrated Intelligent Computing, CIIC, IEEE, 2010.
  • ReadWriteBuffer; National Institute of Industrial Property - Patent: Computer Software. Registry number: BR512014000077-0; Brazil; 2014.
  • FixDate; National Institute of Industrial Property - Patent: Computer Software. Registry number: BR512014000078-8; Brazil 2014.

Publications