most citedZeroBERTo: Leveraging Zero-Shot Text Classification by Topic Modeling

25 citations · 60 across the 6 of their papers we have counts for

collaborators

6 papers

cs.AI2022★ 5 cited

The BLue Amazon Brain (BLAB): A Modular Architecture of Services about the Brazilian Maritime Territory

Paulo Pirozelli, Ais B. R. Castro, Ana Luiza C. de Oliveira +19

We describe the first steps in the development of an artificial agent focused on the Brazilian maritime territory, a large region within the South Atlantic also known as the Blue A…

cs.CL2022★ 20 cited

Pirá: A Bilingual Portuguese-English Dataset for Question-Answering about the Ocean

André F. A. Paschoal, Paulo Pirozelli, Valdinei Freire +8

Current research in natural language processing is highly dependent on carefully produced corpora. Most existing resources focus on English; some resources focus on languages such…

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.…

cs.AI2021★ 3 cited

DEBACER: a method for slicing moderated debates

Thomas Palmeira Ferraz, Alexandre Alcoforado, Enzo Bustos +6

Subjects change frequently in moderated debates with several participants, such as in parliamentary sessions, electoral debates, and trials. Partitioning a debate into blocks with…

cs.CL2021

PLSUM: Generating PT-BR Wikipedia by Summarizing Multiple Websites

André Seidel Oliveira, Anna Helena Reali Costa

Wikipedia is an important free source of intelligible knowledge. Despite that, Brazilian Portuguese Wikipedia still lacks descriptions for many subjects. In an effort to expand the…

cs.CL2021★ 7 cited

DEEPAGÉ: Answering Questions in Portuguese about the Brazilian Environment

Flávio Nakasato Cação, Marcos Menon José, André Seidel Oliveira +3

The challenge of climate change and biome conservation is one of the most pressing issues of our time - particularly in Brazil, where key environmental reserves are located. Given…