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.CL2024
Multi-Target Cross-Lingual Summarization: a novel task and a language-neutral approach
Diogo Pernes, Gonçalo M. Correia, Afonso Mendes
Cross-lingual summarization aims to bridge language barriers by summarizing documents in different languages. However, ensuring semantic coherence across languages is an overlooked…