Towards the detection of fake news on social networks contributing to the improvement of trust and transparency in recommendation systems: trends and challenges
O Stitini, S Kaloun, O Bencharef - Information, 2022 - mdpi.com
In the age of the digital revolution and the widespread usage of social networks, the
modalities of information consumption and production were disrupted by the shift to …
modalities of information consumption and production were disrupted by the shift to …
Overview of the CLEF-2024 CheckThat! lab: check-worthiness, subjectivity, persuasion, roles, authorities, and adversarial robustness
We describe the seventh edition of the CheckThat! lab, part of the 2024 Conference and
Labs of the Evaluation Forum (CLEF). Previous editions of CheckThat! focused on the main …
Labs of the Evaluation Forum (CLEF). Previous editions of CheckThat! focused on the main …
A systematic literature review and meta-analysis of studies on online fake news detection
The ubiquitous access and exponential growth of information available on social media
networks have facilitated the spread of fake news, complicating the task of distinguishing …
networks have facilitated the spread of fake news, complicating the task of distinguishing …
The clef-2023 checkthat! lab: Checkworthiness, subjectivity, political bias, factuality, and authority
The five editions of the CheckThat! lab so far have focused on the main tasks of the
information verification pipeline: check-worthiness, evidence retrieval and pairing, and …
information verification pipeline: check-worthiness, evidence retrieval and pairing, and …
Mapping the Landscape of Misinformation Detection: A Bibliometric Approach
The proliferation of misinformation presents a significant challenge in today's information
landscape, impacting various aspects of society. While misinformation is often confused with …
landscape, impacting various aspects of society. While misinformation is often confused with …
Numbers Do Not Lie: A Bibliometric Examination of Machine Learning Techniques in Fake News Research
Fake news is an explosive subject, being undoubtedly among the most controversial and
difficult challenges facing society in the present-day environment of technology and …
difficult challenges facing society in the present-day environment of technology and …
An explainable fake news analysis method with stance information
L Yuan, H Shen, L Shi, N Cheng, H Jiang - Electronics, 2023 - mdpi.com
The high level of technological development has enabled fake news to spread faster than
real news in cyberspace, leading to significant impacts on the balance and sustainability of …
real news in cyberspace, leading to significant impacts on the balance and sustainability of …
Transformer-based models for combating rumours on microblogging platforms: a review
The remarkable success of Transformer-based embeddings in natural language tasks has
sparked interest among researchers in applying them to classify rumours on social media …
sparked interest among researchers in applying them to classify rumours on social media …
Analyzing Subjectivity Using a Transformer-Based Regressor Trained on Naïve Speakers' Judgements
E Savinova, FM Del Prado - Proceedings of the 13th Workshop on …, 2023 - aclanthology.org
The problem of subjectivity detection is often approached as a preparatory binary task for
sentiment analysis, despite the fact that theoretically subjectivity is often defined as a matter …
sentiment analysis, despite the fact that theoretically subjectivity is often defined as a matter …
[PDF][PDF] Accenture at CheckThat!-2023: Impacts of Back-translation on Subjectivity Detection.
This paper discusses the CLEF CheckThat! Lab Task 2 on Subjectivity in News Articles, and
our approach on using back-translation to augment the minority classes in Arabic, English …
our approach on using back-translation to augment the minority classes in Arabic, English …