Frame-based modeling for identifying the lexicon of Gender-based Violence

  • Lorena Tasca Larré UFJF
  • Tiago Timponi Torrent UFJF

Abstract


Research indicates alarming data on gender-based violence in Brazil and around the world, and suggests that this violence is underreported. This work consists of an effort to model the domain of violence for frame-based semantic analysis, in relation to the open fields of SINAN, which contain information on situations of violence in medical care. Frame-based semantic analysis seeks to assist the task of computational algorithms, identifying what type of frames were evoked in the related domain. After modeling, the analysis of the prevalence of frames and lexical units in the e-SUS APS and SINAN corpora allows the identification of possible trajectories of violence against women.

References

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Published
2024-11-17
LARRÉ, Lorena Tasca; TORRENT, Tiago Timponi. Frame-based modeling for identifying the lexicon of Gender-based Violence. In: BRAZILIAN SYMPOSIUM IN INFORMATION AND HUMAN LANGUAGE TECHNOLOGY (STIL), 15. , 2024, Belém/PA. Anais [...]. Porto Alegre: Sociedade Brasileira de Computação, 2024 . p. 403-412. DOI: https://doi.org/10.5753/stil.2024.245452.