output
20202025
most citedThe CirCor DigiScope Dataset: From Murmur Detection to Murmur Classification

214 citations

researchers with a paper here

Counting papers with at most 25 authors, so collaboration author lists do not stand in for the people here.

collaborating institutions
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5 papers · 1 filter

cs.CL2025★ 2 cited

Unraveling Emotions with Pre-Trained Models

Alejandro Pajón-Sanmartín, Francisco De Arriba-Pérez, Silvia García-Méndez +3

Transformer models have significantly advanced the field of emotion recognition. However, there are still open challenges when exploring open-ended queries for Large Language Model…

cs.CL2024★ 8 cited

Simulation, Modelling and Classification of Wiki Contributors: Spotting The Good, The Bad, and The Ugly

Silvia García Méndez, Fátima Leal, Benedita Malheiro +4

Data crowdsourcing is a data acquisition process where groups of voluntary contributors feed platforms with highly relevant data ranging from news, comments, and media to knowledge…

cs.CL2024★ 1 cited

Interpretable classification of wiki-review streams

Silvia García Méndez, Fátima Leal, Benedita Malheiro +1

Wiki articles are created and maintained by a crowd of editors, producing a continuous stream of reviews. Reviews can take the form of additions, reverts, or both. This crowdsourci…

cs.CL2024★ 5 cited

Exposing and Explaining Fake News On-the-Fly

Francisco de Arriba-Pérez, Silvia García-Méndez, Fátima Leal +2

Social media platforms enable the rapid dissemination and consumption of information. However, users instantly consume such content regardless of the reliability of the shared data…

cs.CL2022★ 25 cited

ZeroBERTo: Leveraging Zero-Shot Text Classification by Topic Modeling

Alexandre Alcoforado, Thomas Palmeira Ferraz, Rodrigo Gerber +5

Traditional text classification approaches often require a good amount of labeled data, which is difficult to obtain, especially in restricted domains or less widespread languages.…