Detection and resolution of rumours in social media: A survey

A Zubiaga, A Aker, K Bontcheva, M Liakata… - Acm Computing Surveys …, 2018 - dl.acm.org
Despite the increasing use of social media platforms for information and news gathering, its
unmoderated nature often leads to the emergence and spread of rumours, ie, items of …

[HTML][HTML] A comprehensive survey on machine learning approaches for fake news detection

J Alghamdi, S Luo, Y Lin - Multimedia Tools and Applications, 2024 - Springer
The proliferation of fake news on social media platforms poses significant challenges to
society and individuals, leading to negative impacts. As the tactics employed by purveyors of …

NLP-based feature extraction for the detection of COVID-19 misinformation videos on YouTube

JCM Serrano, O Papakyriakopoulos… - … on NLP for COVID-19 at …, 2020 - aclanthology.org
We present a simple NLP methodology for detecting COVID-19 misinformation videos on
YouTube by leveraging user comments. We use transfer learning pre-trained models to …

True or false: Studying the work practices of professional fact-checkers

N Micallef, V Armacost, N Memon, S Patil - Proceedings of the ACM on …, 2022 - dl.acm.org
Misinformation has developed into a critical societal threat that can lead to disastrous
societal consequences. Although fact-checking plays a key role in combating …

We built a fake news & click-bait filter: what happened next will blow your mind!

G Karadzhov, P Gencheva, P Nakov… - arXiv preprint arXiv …, 2018 - arxiv.org
It is completely amazing! Fake news and click-baits have totally invaded the cyber space. Let
us face it: everybody hates them for three simple reasons. Reason# 2 will absolutely amaze …

ContraDoc: Understanding Self-Contradictions in Documents with Large Language Models

J Li, V Raheja, D Kumar - arXiv preprint arXiv:2311.09182, 2023 - arxiv.org
In recent times, large language models (LLMs) have shown impressive performance on
various document-level tasks such as document classification, summarization, and question …

Fixed that for you: Generating contrastive claims with semantic edits

C Hidey, K McKeown - Proceedings of the 2019 Conference of the North …, 2019 - osti.gov
Understanding contrastive opinions is a key component of argument generation. Central to
an argument is the claim, a statement that is in dispute. Generating a counter-argument then …

Seminar users in the Arabic Twitter sphere

K Darwish, D Alexandrov, P Nakov… - Social Informatics: 9th …, 2017 - Springer
We introduce the notion of “seminar users”, who are social media users engaged in
propaganda in support of a political entity. We develop a framework that can identify such …

[HTML][HTML] “Here are the rules: Ignore all rules”: Automatic contradiction detection in spanish

R Sepulveda-Torres, A Bonet-Jover, E Saquete - Applied Sciences, 2021 - mdpi.com
This paper tackles automatic detection of contradictions in Spanish within the news domain.
Two pieces of information are classified as compatible, contradictory, or unrelated …

Is it really fake?–towards an understanding of fake news in social media communication

J Meinert, M Mirbabaie, S Dungs, A Aker - … , SCSM 2018, Held as Part of …, 2018 - Springer
This paper outlines the development of Fake News and seeks to clarify different
perspectives regarding the term within Social Media communication. Current information …