3 papers
eess.AS2026
Massive Open-Vocabulary Keyword Spotting
Leonor Barreiros, Raul Monteiro, Afonso Mendes +1
Automatic speech recognition systems have been shown to under-perform when it comes to transcribing words rarely seen in the training data, namely specialized terminology. Open-voc…
cs.CL2025
Effective Multi-Task Learning for Biomedical Named Entity Recognition
João Ruano, Gonçalo M. Correia, Leonor Barreiros +1
Biomedical Named Entity Recognition presents significant challenges due to the complexity of biomedical terminology and inconsistencies in annotation across datasets. This paper in…
cs.CL2025
Explainable ICD Coding via Entity Linking
Leonor Barreiros, Isabel Coutinho, Gonçalo M. Correia +1
Clinical coding is a critical task in healthcare, although traditional methods for automating clinical coding may not provide sufficient explicit evidence for coders in production…