91 citations · 111 across the 5 of their papers we have counts for
5 papers
NILC-Metrix: assessing the complexity of written and spoken language in Brazilian Portuguese
Sidney Evaldo Leal, Magali Sanches Duran, Carolina Evaristo Scarton +2
This paper presents and makes publicly available the NILC-Metrix, a computational system comprising 200 metrics proposed in studies on discourse, psycholinguistics, cognitive and c…
Portuguese Word Embeddings: Evaluating on Word Analogies and Natural Language Tasks
Nathan Hartmann, Erick Fonseca, Christopher Shulby +3
Word embeddings have been found to provide meaningful representations for words in an efficient way; therefore, they have become common in Natural Language Processing sys- tems. In…
A Lightweight Regression Method to Infer Psycholinguistic Properties for Brazilian Portuguese
Leandro B. dos Santos, Magali S. Duran, Nathan S. Hartmann +3
Psycholinguistic properties of words have been used in various approaches to Natural Language Processing tasks, such as text simplification and readability assessment. Most of thes…
Automatic semantic role labeling on non-revised syntactic trees of journalistic texts
Nathan Siegle Hartmann, Magali Sanches Duran, Sandra Maria Aluísio
Semantic Role Labeling (SRL) is a Natural Language Processing task that enables the detection of events described in sentences and the participants of these events. For Brazilian P…
Automatic Classification of the Complexity of Nonfiction Texts in Portuguese for Early School Years
Nathan Siegle Hartmann, Livia Cucatto, Danielle Brants +1
Recent research shows that most Brazilian students have serious problems regarding their reading skills. The full development of this skill is key for the academic and professional…