Innovative Strategies in Meme Sentiment Analysis: The Impact of Unimodal Training

:::info This paper is available on arxiv under CC 4.0 license. Authors: (1) Muzhaffar Hazman, University of Galway, Ireland; (2) Susan McKeever, Technological University Dublin, Ireland; (3) Josephine Griffith, University of Galway, Ireland. ::: Table of Links Abstract and Introduction Related Works Methodology Results Limitations and Future Works Conclusion, Acknowledgments, and References A Hyperparameters and … Read more

Text-STILT, Meme Sentiment Analysis, Limitations, Future Works, Multimodal Classifiers

:::info Authors: (1) Muzhaffar Hazman, University of Galway, Ireland; (2) Susan McKeever, Technological University Dublin, Ireland; (3) Josephine Griffith, University of Galway, Ireland. ::: Table of Links Abstract and Introduction Related Works Methodology Results Limitations and Future Works Conclusion, Acknowledgments, and References A Hyperparameters and Settings B Metric: Weighted F1-Score C Architectural Details D Performance … Read more

Breaking Down Meme Sentiment Analysis: Text-STILT Triumphs in Performance Study

:::info Authors: (1) Muzhaffar Hazman, University of Galway, Ireland; (2) Susan McKeever, Technological University Dublin, Ireland; (3) Josephine Griffith, University of Galway, Ireland. ::: Table of Links Abstract and Introduction Related Works Methodology Results Limitations and Future Works Conclusion, Acknowledgments, and References A Hyperparameters and Settings B Metric: Weighted F1-Score C Architectural Details D Performance … Read more

Exploring Multimodal Meme Sentiment Analysis: Architectural Comparisons and Training Strategies

:::info Authors: (1) Muzhaffar Hazman, University of Galway, Ireland; (2) Susan McKeever, Technological University Dublin, Ireland; (3) Josephine Griffith, University of Galway, Ireland. ::: Table of Links Abstract and Introduction Related Works Methodology Results Limitations and Future Works Conclusion, Acknowledgments, and References A Hyperparameters and Settings B Metric: Weighted F1-Score C Architectural Details D Performance … Read more

Enhancing Meme Classification Through Supplementary Training Techniques

:::info Authors: (1) Muzhaffar Hazman, University of Galway, Ireland; (2) Susan McKeever, Technological University Dublin, Ireland; (3) Josephine Griffith, University of Galway, Ireland. ::: Table of Links Abstract and Introduction Related Works Methodology Results Limitations and Future Works Conclusion, Acknowledgments, and References A Hyperparameters and Settings B Metric: Weighted F1-Score C Architectural Details D Performance … Read more

Unimodal Intermediate Training for Multimodal Meme Sentiment Classification

:::info Authors: (1) Muzhaffar Hazman, University of Galway, Ireland; (2) Susan McKeever, Technological University Dublin, Ireland; (3) Josephine Griffith, University of Galway, Ireland. ::: Table of Links Abstract and Introduction Related Works Methodology Results Limitations and Future Works Conclusion, Acknowledgments, and References A Hyperparameters and Settings B Metric: Weighted F1-Score C Architectural Details D Performance … Read more

Navigating the Future of AI in MENA Countries

In the same league as the United States with 62% of respondents using artificial intelligence (AI) in at least one of their business functions, progress in the Middle East and North Africa (MENA) can be seen — but there’s still significant untapped potential. Already AI is poised to deliver over 9% of the Middle East’s Gulf Cooperation … Read more

Virtual vs Human Influencers: Redefining Human Computer Bonding

If you’re following any influencers online, better check if they’re real or artificial, because in the recent wave of AI-based innovations, virtual influencers are the latest. In 2018, Time magazine issued its ‘25 Most Influential People on the Internet’, a roundup of individuals or groups that generated an exceptional worldwide effect on social media and digital communication … Read more

The Evolution of Audits and Compliance: Embracing Change in the Digital Age

Throughout history, the prevailing narrative surrounding compliance has been one of necessity, not choice, and audits are approached with a sense of inevitability rather than opportunity. This conventional framing has branded the auditor as a necessary evil and means to an end, allowing a lack of evolution in the industry. However, that is all changing … Read more

The Metaverse Identity: A Soon-To-Be Cornerstone of Daily Life According to WEF Report

Virtual voodoo dolls, autonomous avatars & digital doppelgangers will be your behavior-profiling passports in the metaverse: perspective Your metaverse identity, with its digital ID, biometric data capture, and behavior profiling, will be central to your everyday life, according to a World Economic Forum (WEF) report. “Metaverse identity” is a relatively new concept that the WEF … Read more

TechCrunch Mobility: Apple layoffs, an EV price reckoning and another Tesla robotaxi promise

Welcome back to TechCrunch Mobility — your central hub for news and insights on the future of transportation. Sign up here — just click TechCrunch Mobility — to receive the newsletter every weekend in your inbox. Subscribe for free. Automakers reported auto sales for Q1 and, welp, turns out that pricing sure does matter if you want to … Read more