Pedro Silva


2024

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Evaluating Federated Learning with Homomorphic Encryption for Medical Named Entity Recognition Using Compact BERT Models
Marcos Felipe Rezende | Rodrigo Silva | Eduardo Luz | Pedro Silva
Proceedings of the 15th Brazilian Symposium in Information and Human Language Technology

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Toxic Text Classification in Portuguese: Is LLaMA 3.1 8B All You Need?
Amanda Oliveira | Pedro Silva | Vander Freitas | Valéria Santos | Gladston Moreira | Eduardo Luz
Proceedings of the 15th Brazilian Symposium in Information and Human Language Technology

2023

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How Good Is ChatGPT For Detecting Hate Speech In Portuguese?
Amanda Oliveira | Thiago Cecote | Pedro Silva | Jadson Gertrudes | Vander Freitas | Eduardo Luz
Proceedings of the 14th Brazilian Symposium in Information and Human Language Technology

2010

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Building High Quality Databases for Minority Languages such as Galician
Francisco Campillo | Daniela Braga | Ana Belén Mourín | Carmen García-Mateo | Pedro Silva | Miguel Sales Dias | Francisco Méndez
Proceedings of the Seventh International Conference on Language Resources and Evaluation (LREC'10)

This paper describes the result of a joint R&D project between Microsoft Portugal and the Signal Theory Group of the University of Vigo (Spain), where a set of language resources was developed with application to Text―to―Speech synthesis. First, a large Corpus of 10000 Galician sentences was designed and recorded by a professional female speaker. Second, a lexicon with phonetic and grammatical information of over 90000 entries was collected and reviewed manually by a linguist expert. And finally, these resources were used for a MOS (Mean Opinion Score) perceptual test to compare two state―of―the―art speech synthesizers of both groups, the one from Microsoft based on HMM, and the one from the University of Vigo based on unit selection.