Detection of Biased Phrases in the Wiki Neutrality Corpus for Fairer Digital Content Management Using Artificial Intelligence

Detection of Biased Phrases in the Wiki Neutrality Corpus for Fairer Digital Content Management Using Artificial Intelligence

Detecting biased language in large-scale corpora, such as the Wiki Neutrality Corpus, is essential for promoting neutrality in digital content. This study systematically evaluates a range of machine learning (ML) and deep learning (DL) models for the detection of biased and pre-conditioned phrases....

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Bibliographic Details
Main Authors: Abdullah, Muhammad Ateeb Ather, Olga Kolesnikova, Grigori Sidorov
Format: Article
Language:English
Published: MDPI AG 2025-07-01
Series:Big Data and Cognitive Computing
Subjects:
bias detection
machine learning
deep learning
text analysis
neutrality
BERT
Online Access:https://www.mdpi.com/2504-2289/9/7/190
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https://www.mdpi.com/2504-2289/9/7/190

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