Operating machine learning across natural language processing techniques for improvement of fabricated news model
K Sharifani, M Amini, Y Akbari… - … Journal of Science …, 2022 - papers.ssrn.com
Fake news or fabricated news, refers to false information published under the guise of being
authentic news, often to influence political views. Fabricated news articles are a threat to …
authentic news, often to influence political views. Fabricated news articles are a threat to …
A review of fake news detection approaches: A critical analysis of relevant studies and highlighting key challenges associated with the dataset, feature representation …
Currently, social networks have become the main source to acquire news about current
global affairs. However, fake news appears and spreads on social media daily. This …
global affairs. However, fake news appears and spreads on social media daily. This …
Multimodal fake news detection on social media: a survey of deep learning techniques
The escalation of false information related to the massive use of social media has become a
challenging problem, and significant is the effort of the research community in providing …
challenging problem, and significant is the effort of the research community in providing …
Gpt-4v (ision) as a social media analysis engine
Recent research has offered insights into the extraordinary capabilities of Large Multimodal
Models (LMMs) in various general vision and language tasks. There is growing interest in …
Models (LMMs) in various general vision and language tasks. There is growing interest in …
The ethics of advanced ai assistants
This paper focuses on the opportunities and the ethical and societal risks posed by
advanced AI assistants. We define advanced AI assistants as artificial agents with natural …
advanced AI assistants. We define advanced AI assistants as artificial agents with natural …
Fighting disinformation with artificial intelligence: fundamentals, advances and challenges
A Montoro Montarroso, J Cantón-Correa… - 2023 - digibug.ugr.es
Internet and social media have revolutionised the way news is distributed and consumed.
However, the constant flow of massive amounts of content has made it difficult to discern …
However, the constant flow of massive amounts of content has made it difficult to discern …
Role of Statistics in Detecting Misinformation: A Review of the State of the Art, Open Issues, and Future Research Directions
Z Boukouvalas, A Shafer - Annual Review of Statistics and Its …, 2024 - annualreviews.org
With the evolution of social media, cyberspace has become the default medium for social
media users to communicate, especially during high-impact events such as pandemics …
media users to communicate, especially during high-impact events such as pandemics …
Analyzing Online Fake News Using Latent Semantic Analysis: Case of USA Election Campaign
Recent studies have indicated that fake news is always produced to manipulate readers and
that it spreads very fast and brings great damage to human society through social media …
that it spreads very fast and brings great damage to human society through social media …
Identifying multimodal misinformation leveraging novelty detection and emotion recognition
With the growing presence of multimodal content on the web, a specific category of fake
news is rampant on popular social media outlets. In this category of fake online information …
news is rampant on popular social media outlets. In this category of fake online information …
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 …