NILC-Metrix: assessing the complexity of written and spoken language in Brazilian Portuguese

SE Leal, MS Duran, CE Scarton, NS Hartmann… - Language Resources …, 2024 - Springer
The objective of this paper is to present and make publicly available the NILC-Metrix, a
computational system comprising 200 metrics proposed in studies on discourse …

Measuring the impact of readability features in fake news detection

R Santos, G Pedro, S Leal, O Vale… - Proceedings of the …, 2020 - aclanthology.org
The proliferation of fake news is a current issue that influences a number of important areas
of society, such as politics, economy and health. In the Natural Language Processing area …

Unsupervised intrusion detection through skip-gram models of network behavior

RSM Carrasco, MA Sicilia - Computers & Security, 2018 - Elsevier
Detecting intrusions is one of the main objectives of computer security. Attacks have become
overly sophisticated over the years in order to remain effective and stealthy. Major breaches …

[PDF][PDF] Author profiling from facebook corpora

F Hsieh, R Dias, I Paraboni - Proceedings of the Eleventh …, 2018 - aclanthology.org
Author profiling-the computational task of prediction author's demographics from text-has
been a popular research topic in the NLP field, and also the focus of a number of prominent …

subs2vec: Word embeddings from subtitles in 55 languages

J Van Paridon, B Thompson - Behavior research methods, 2021 - Springer
This paper introduces a novel collection of word embeddings, numerical representations of
lexical semantics, in 55 languages, trained on a large corpus of pseudo-conversational …

[PDF][PDF] Building a corpus for personality-dependent natural language understanding and generation

R Ramos, G Neto, B Silva, D Monteiro… - Proceedings of the …, 2018 - aclanthology.org
The computational treatment of human personality-both for the recognition of personality
traits from text and for the generation of text so as to reflect a particular set of traits-is central …

Personality recognition from Facebook text

BBC da Silva, I Paraboni - … Processing of the Portuguese Language: 13th …, 2018 - Springer
This work concerns a study in the Natural Language Processing field aiming to recognise
personality traits in Portuguese written text. To this end, we first built a corpus of Facebook …

Learning concept abstractness using weak supervision

E Rabinovich, B Sznajder, A Spector… - arXiv preprint arXiv …, 2018 - arxiv.org
We introduce a weakly supervised approach for inferring the property of abstractness of
words and expressions in the complete absence of labeled data. Exploiting only minimal …

Politically-oriented information inference from text

SC da Silva, I Paraboni - Journal of Universal Computer …, 2023 - search.proquest.com
The inference of politically-oriented information from text data is a popular research topic in
Natural Language Processing (NLP) at both text-and author-level. In recent years, studies of …

A nontrivial sentence corpus for the task of sentence readability assessment in Portuguese

SE Leal, MS Duran, S Aluísio - Proceedings of the 27th …, 2018 - aclanthology.org
Effective textual communication depends on readers being proficient enough to
comprehend texts, and texts being clear enough to be understood by the intended audience …