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.CL2023
Supervising the Centroid Baseline for Extractive Multi-Document Summarization
Simão Gonçalves, Gonçalo Correia, Diogo Pernes +1
The centroid method is a simple approach for extractive multi-document summarization and many improvements to its pipeline have been proposed. We further refine it by adding a beam…