Top 10 Topics for System Design Interviews – Part 1

Hello friends, if you have attended technical interviews then may know that the System Design part is one of the toughest to crack. I’ve asked myself why this happens and I found that most developers are not familiar with essential System design topics or concepts. Earlier I shared software architecture books which are also great … Read more

100 Days of AI, Day 19: Klarna’s AI Chatbot and The Rise of Generative AI in Startups

:::tip Hey everyone! I’m Nataraj, and just like you, I’ve been fascinated with the recent progress of artificial intelligence. Realizing that I needed to stay abreast with all the developments happening, I decided to embark on a personal journey of learning, thus 100 days of AI was born! With this series, I will be learning about LLMs and share … Read more

Contingency Table: Baseline vs. Text-STILT

:::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 Training for Multimodal Meme Sentiment Classification: Performance Benchmarking

:::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: Architectural Details

:::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 Training for Multimodal Meme Sentiment Classification—Metric: Weighted F1-Score

:::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 Training for Multimodal Meme Sentiment Classification: Hyperparameters and Settings

:::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

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

How to Recover From an Emotional Outburst At Work

Workplaces are filled with moments when it’s easy to lose your calm. Uncontrollable, sudden, and intense emotions that overwhelm you, can dramatically and unexpectedly lead to an emotional outburst. Negative emotions like anger, fear, or frustration show up when your expectations aren’t met or people say or do things that conflict with your personal values … Read more

30-Day .NET Challenge – Day 17: What Is the Interlocked Class Tool?

The .Net provides a powerful tool called the “Interlocked” class for all atomic operations through which developers can reduce contention and improve the performance of the application. Introduction In multi-threaded application scenarios, using traditional locking techniques can sometimes cause performance bottlenecks for atomic operations. The .Net provides a powerful tool called the “Interlocked” class for … Read more

The TechBeat: Optimizing Ride-Hailing with Machine Learning: A Product Manager’s Journey (4/7/2024)

How are you, hacker? 🪐Want to know what’s trending right now?: The Techbeat by HackerNoon has got you covered with fresh content from our trending stories of the day! Set email preference here. ## Optimizing Ride-Hailing with Machine Learning: A Product Manager’s Journey By @maxs [ 6 Min read ] Discover how a seasoned Product … Read more

5 Ways Artificial Intelligence Is (Quietly) Changing Libraries

Libraries were not among the earliest adopters of artificial intelligence (AI), but more are increasingly using the technology in various ways. Librarians have found it can improve people’s experience and make their jobs a bit easier. What changes has AI made so far? 1. Streamlining Librarians’ Workflows Some institutions quickly provided resources explaining how library … Read more

The Ethics of AI in Modern Warfare: Balancing Innovation with Moral Accountability

Artificial Intelligence (AI) continues to develop as a transformative force across many spheres of life, already beginning to revolutionize industries and reshape the way we live and work. The topic of AI in warfare will require increasing attention from governments, policymakers, and international organizations. A large part of this is due to significant advancements in … Read more

A Year Long Adventure Working on Goals and Productivity

I want to tell you about a fabulous community for working on goals! For the past year I have been working with an accountability and productivity community based in Slack and Notion called Puddle Pod https://www.puddlepod.com/.  Puddle Pod is the creation of entrepreneur Michael Batko. When I signed up for the Australian group in 2023, it … Read more