Towards automatically filtering fake news in Portuguese

RM Silva, RLS Santos, TA Almeida… - Expert Systems with …, 2020 - Elsevier
In the last years, the popularity of smartphones and social networks has been contributing to
the spread of fake news. Through these electronic media, this type of news can deceive …

Multi-level out-of-vocabulary words handling approach

JV Lochter, RM Silva, TA Almeida - Knowledge-Based Systems, 2022 - Elsevier
Distributed representation models can generate a vector representation only for words that
belong to a finite vocabulary collected from the training data. If out-of-vocabulary (OOV) …

Deep learning models for representing out-of-vocabulary words

JV Lochter, RM Silva, TA Almeida - Brazilian Conference on Intelligent …, 2020 - Springer
Communication has become increasingly dynamic with the popularization of social networks
and applications that allow people to express themselves and communicate instantly. In this …

Формализация регулятивных текстов

ВИ Пименов, МВ Воронов - Информатика и автоматизация, 2021 - ia.spcras.ru
Аннотация Современные информационные технологии с высокой эффективностью
обеспечивают процессы манипулирования текстами. В первую очередь это хранение …

[HTML][HTML] Classification of imbalanced offensive dataset–sentence generation for minority class with lstm

E Ekinci - Sakarya University Journal of Computer and …, 2022 - saucis.sakarya.edu.tr
The classification of documents is one of the problems studied since ancient times and still
continues to be studied. With the social media becoming a part of daily life and its misuse …

Hierarchical bayesian multi-kernel learning for integrated classification and summarization of app reviews

M Alshangiti, W Shi, E Lima, X Liu, Q Yu - Proceedings of the 30th ACM …, 2022 - dl.acm.org
App stores enable users to share their experiences directly with the developers in the form of
app reviews. Recent studies have shown that the feedback received from users is a valuable …

FastContext: Handling Out-of-Vocabulary Words Using the Word Structure and Context

RM Silva, JV Lochter, TA Almeida… - Brazilian Conference on …, 2022 - Springer
Languages are dynamic, and new words or variations of existing ones appear over time.
Also, the dictionary used by the distributed text representation models is limited. Therefore …

Formalization of regulatory texts

VI Pimenov, MV Voronov - Informatics and Automation, 2021 - journals.rcsi.science
Modern information technologies provide text manipulation processes with high efficiency.
First of all, this means storing, editing, and formatting texts and their components. Having …

[PDF][PDF] Text Anomaly Detection Advancements, Challenges and Pathways: A Systematic Literature Review

SO Haroon-Sulyman, SS Kamaruddin, FK Ahmad - aasmr.org
This systematic literature review synthesized 64 studies from 2017–2023 to analyze recent
advances in anomalous text detection methods and applications. The analysis revealed …

LEAP: Linking Employee Aspirations to job Positions using natural language processing

AE Santos - 2021 - search.proquest.com
Much of the information processed by organisations nowadays comes in the form of
unstructured text. Using natural language processing tools, it is possible to extract quite …