NILC-Metrix: assessing the complexity of written and spoken language in Brazilian Portuguese
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 …
computational system comprising 200 metrics proposed in studies on discourse …
Measuring the impact of readability features in fake news detection
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 …
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 …
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 …
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 …
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 …
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 …
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 …
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 …
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
Effective textual communication depends on readers being proficient enough to
comprehend texts, and texts being clear enough to be understood by the intended audience …
comprehend texts, and texts being clear enough to be understood by the intended audience …