A survey of fake news: Fundamental theories, detection methods, and opportunities
The explosive growth in fake news and its erosion to democracy, justice, and public trust has
increased the demand for fake news detection and intervention. This survey reviews and …
increased the demand for fake news detection and intervention. This survey reviews and …
Automated fact‐checking: A survey
X Zeng, AS Abumansour… - Language and Linguistics …, 2021 - Wiley Online Library
As online false information continues to grow, automated fact‐checking has gained an
increasing amount of attention in recent years. Researchers in the field of Natural Language …
increasing amount of attention in recent years. Researchers in the field of Natural Language …
A survey on automated fact-checking
Fact-checking has become increasingly important due to the speed with which both
information and misinformation can spread in the modern media ecosystem. Therefore …
information and misinformation can spread in the modern media ecosystem. Therefore …
User preference-aware fake news detection
Disinformation and fake news have posed detrimental effects on individuals and society in
recent years, attracting broad attention to fake news detection. The majority of existing fake …
recent years, attracting broad attention to fake news detection. The majority of existing fake …
Fang: Leveraging social context for fake news detection using graph representation
We propose Factual News Graph (FANG), a novel graphical social context representation
and learning framework for fake news detection. Unlike previous contextual models that …
and learning framework for fake news detection. Unlike previous contextual models that …
Tabfact: A large-scale dataset for table-based fact verification
The problem of verifying whether a textual hypothesis holds based on the given evidence,
also known as fact verification, plays an important role in the study of natural language …
also known as fact verification, plays an important role in the study of natural language …
Automated fact checking: Task formulations, methods and future directions
The recently increased focus on misinformation has stimulated research in fact checking, the
task of assessing the truthfulness of a claim. Research in automating this task has been …
task of assessing the truthfulness of a claim. Research in automating this task has been …
That is a known lie: Detecting previously fact-checked claims
The recent proliferation of" fake news" has triggered a number of responses, most notably
the emergence of several manual fact-checking initiatives. As a result and over time, a large …
the emergence of several manual fact-checking initiatives. As a result and over time, a large …
Overview of the CLEF–2021 CheckThat! lab on detecting check-worthy claims, previously fact-checked claims, and fake news
We describe the fourth edition of the CheckThat! Lab, part of the 2021 Conference and Labs
of the Evaluation Forum (CLEF). The lab evaluates technology supporting tasks related to …
of the Evaluation Forum (CLEF). The lab evaluates technology supporting tasks related to …
The CLEF-2021 CheckThat! lab on detecting check-worthy claims, previously fact-checked claims, and fake news
We describe the fourth edition of the CheckThat! Lab, part of the 2021 Cross-Language
Evaluation Forum (CLEF). The lab evaluates technology supporting various tasks related to …
Evaluation Forum (CLEF). The lab evaluates technology supporting various tasks related to …