Search Results for author: Israel Campiotti

Found 4 papers, 3 papers with code

mMARCO: A Multilingual Version of the MS MARCO Passage Ranking Dataset

1 code implementation31 Aug 2021 Luiz Bonifacio, Vitor Jeronymo, Hugo Queiroz Abonizio, Israel Campiotti, Marzieh Fadaee, Roberto Lotufo, Rodrigo Nogueira

In this work, we present mMARCO, a multilingual version of the MS MARCO passage ranking dataset comprising 13 languages that was created using machine translation.

Information Retrieval Machine Translation +4

PTT5: Pretraining and validating the T5 model on Brazilian Portuguese data

3 code implementations20 Aug 2020 Diedre Carmo, Marcos Piau, Israel Campiotti, Rodrigo Nogueira, Roberto Lotufo

In natural language processing (NLP), there is a need for more resources in Portuguese, since much of the data used in the state-of-the-art research is in other languages.

Electricity Theft Detection with self-attention

1 code implementation14 Feb 2020 Paulo Finardi, Israel Campiotti, Gustavo Plensack, Rafael Derradi de Souza, Rodrigo Nogueira, Gustavo Pinheiro, Roberto Lotufo

In this work we propose a novel self-attention mechanism model to address electricity theft detection on an imbalanced realistic dataset that presents a daily electricity consumption provided by State Grid Corporation of China.

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