1 code implementation • 5 Jun 2023 • Damián Furman, Pablo Torres, José A. Rodríguez, Diego Letzen, Vanina Martínez, Laura Alonso Alemany
We show that some components can be identified with reasonable reliability.
no code implementations • 1 Aug 2022 • Damian A. Furman, Pablo Torres, Jose A. Rodriguez, Lautaro Martinez, Laura Alonso Alemany, Diego Letzen, Maria Vanina Martinez
We present an enrichment of the Hateval corpus of hate speech tweets (Basile et.
1 code implementation • 14 Jul 2022 • Laura Alonso Alemany, Luciana Benotti, Hernán Maina, Lucía González, Mariela Rajngewerc, Lautaro Martínez, Jorge Sánchez, Mauro Schilman, Guido Ivetta, Alexia Halvorsen, Amanda Mata Rojo, Matías Bordone, Beatriz Busaniche
Our methodology is based on the following principles: * focus on the linguistic manifestations of discrimination on word embeddings and language models, not on the mathematical properties of the models * reduce the technical barrier for discrimination experts%, be it social scientists, domain experts or other * characterize through a qualitative exploratory process in addition to a metric-based approach * address mitigation as part of the training process, not as an afterthought
1 code implementation • LREC 2022 • Juan Manuel Pérez, Damián A. Furman, Laura Alonso Alemany, Franco Luque
Experiments on a benchmark of tasks involving user-generated text showed that RoBERTuito outperformed other pre-trained language models in Spanish.
1 code implementation • 17 Jun 2021 • Juan Manuel Pérez, Mariela Rajngewerc, Juan Carlos Giudici, Damián A. Furman, Franco Luque, Laura Alonso Alemany, María Vanina Martínez
In recent years, the extraction of opinions and information from user-generated text has attracted a lot of interest, largely due to the unprecedented volume of content in Social Media.
no code implementations • WS 2017 • Roana Rodrigues, Oto Vale, Laura Alonso Alemany
no code implementations • EACL 2017 • Cristian Cardellino, Milagro Teruel, Laura Alonso Alemany, Serena Villata
We find that this classifier works well in the Wikipedia, but, as could be expected, performance decreases in a corpus of judgments of the European Court of Human Rights.