3 papers
cs.CL2026
Evaluating FrameNet-Based Semantic Modeling for Gender-Based Violence Detection in Clinical Records
Lívia Dutra, Arthur Lorenzi, Frederico Belcavello +8
Gender-based violence (GBV) is a major public health issue, with the World Health Organization estimating that one in three women experiences physical or sexual violence by an inti…
cs.CL2025
Evaluating the Impact of LLM-Assisted Annotation in a Perspectivized Setting: the Case of FrameNet Annotation
Frederico Belcavello, Ely Matos, Arthur Lorenzi +8
The use of LLM-based applications as a means to accelerate and/or substitute human labor in the creation of language resources and dataset is a reality. Nonetheless, despite the po…
cs.CL2025
Frame Semantic Patterns for Identifying Underreporting of Notifiable Events in Healthcare: The Case of Gender-Based Violence
Lívia Dutra, Arthur Lorenzi, Laís Berno +10
We introduce a methodology for the identification of notifiable events in the domain of healthcare. The methodology harnesses semantic frames to define fine-grained patterns and se…