69 citations · 318 across the 21 of their papers we have counts for
4 papers · 1 filter
Predictive Authoring for Brazilian Portuguese Augmentative and Alternative Communication
Jayr Pereira, Rodrigo Nogueira, Cleber Zanchettin +1
Individuals with complex communication needs (CCN) often rely on augmentative and alternative communication (AAC) systems to have conversations and communique their wants. Such sys…
Morphological Skip-Gram: Using morphological knowledge to improve word representation
Flávio Santos, Hendrik Macedo, Thiago Bispo +1
Natural language processing models have attracted much interest in the deep learning community. This branch of study is composed of some applications such as machine translation, s…
Distantly-Supervised Neural Relation Extraction with Side Information using BERT
Johny Moreira, Chaina Oliveira, David Macêdo +2
Relation extraction (RE) consists in categorizing the relationship between entities in a sentence. A recent paradigm to develop relation extractors is Distant Supervision (DS), whi…
Hierarchical Attentional Hybrid Neural Networks for Document Classification
Jader Abreu, Luis Fred, David Macêdo +1
Document classification is a challenging task with important applications. The deep learning approaches to the problem have gained much attention recently. Despite the progress, th…