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Articles tagged with #machine-learning
Introduction Businesses today are continually seeking new ways to optimize processes and gain competitive advantages through machine learning. Understanding how models perform in real-world settings, especially when applied to diverse data distributi...
Introduction Businesses are constantly reaching for technologies that can streamline processes, save time, and drive revenue. Artificial Intelligence (AI) is becoming a staple in these efforts, and the field is ever-expanding with innovative approach...
Exploring DISCERN: Overview and Main Claims DISCERN is a breakthrough framework that identifies and remedies systematic biases in text classifiers. It accomplishes this by generating natural language descriptions of errors, translating complex patter...
Arxiv: https://arxiv.org/abs/2410.22071v1 PDF: https://arxiv.org/pdf/2410.22071v1.pdf Authors: Yonatan Belinkov, Idan Szpektor, Jonathan Herzig, Adi Simhi Published: 2024-10-29 Introduction: The Problem of LLM Hallucinations Large language models (L...
Arxiv: https://arxiv.org/abs/2411.10950v1 PDF: https://arxiv.org/pdf/2411.10950v1.pdf Authors: Sophia Ananiadou, Zeping Yu Published: 2024-11-17 Understanding Llava's Contribution to Visual Question Answering The paper, "Understanding Multimodal LLM...
Arxiv: https://arxiv.org/abs/2411.00702v1 PDF: https://arxiv.org/pdf/2411.00702v1.pdf Authors: Tom Willaert, Armin Pournaki Published: 2024-11-01 Understanding the Core Claims The paper takes us on a journey into the world of political narratives—th...
