Detection and resolution of rumours in social media: A survey
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 …
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
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 …
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 …
YouTube by leveraging user comments. We use transfer learning pre-trained models to …
True or false: Studying the work practices of professional fact-checkers
Misinformation has developed into a critical societal threat that can lead to disastrous
societal consequences. Although fact-checking plays a key role in combating …
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 …
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
In recent times, large language models (LLMs) have shown impressive performance on
various document-level tasks such as document classification, summarization, and question …
various document-level tasks such as document classification, summarization, and question …
Fixed that for you: Generating contrastive claims with semantic edits
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 …
an argument is the claim, a statement that is in dispute. Generating a counter-argument then …
Seminar users in the Arabic Twitter sphere
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 …
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
This paper tackles automatic detection of contradictions in Spanish within the news domain.
Two pieces of information are classified as compatible, contradictory, or unrelated …
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 …
perspectives regarding the term within Social Media communication. Current information …