41 citations · 50 across the 2 of their papers we have counts for
4 papers
RoBERTuito: a pre-trained language model for social media text in Spanish
Juan Manuel Pérez, Damián A. Furman, Laura Alonso Alemany +1
Since BERT appeared, Transformer language models and transfer learning have become state-of-the-art for Natural Language Understanding tasks. Recently, some works geared towards pr…
pysentimiento: A Python Toolkit for Opinion Mining and Social NLP tasks
Juan Manuel Pérez, Mariela Rajngewerc, Juan Carlos Giudici +4
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 M…
ANDES at SemEval-2020 Task 12: A jointly-trained BERT multilingual model for offensive language detection
Juan Manuel Pérez, Aymé Arango, Franco Luque
This paper describes our participation in SemEval-2020 Task 12: Multilingual Offensive Language Detection. We jointly-trained a single model by fine-tuning Multilingual BERT to tac…
Atalaya at TASS 2019: Data Augmentation and Robust Embeddings for Sentiment Analysis
Franco M. Luque
In this article we describe our participation in TASS 2019, a shared task aimed at the detection of sentiment polarity of Spanish tweets. We combined different representations such…