Large Language Models (LLMs): Technology, use cases, and challenges
Large Language Models (LLM) are a type of machine learning model designed to understand and generate human-like text. They are trained on a vast corpus of text data, allowing them to …
Factuality challenges in the era of large language models and ...
Aug 22, 2024 · We identify key challenges, imminent threats and possible solutions to these factuality issues. We also thoroughly examine these challenges, existing solutions and …
AI: Large Language & Visual Models - KDnuggets
This article discusses the significance of large language and visual models in AI, their capabilities, potential synergies, challenges such as data bias, ethical considerations, and their impact on …
Challenges and Applications of Large Language Models
Jul 19, 2023 · Large Language Models (LLMs) went from non-existent to ubiquitous in the machine learning discourse within a few years. Due to the fast pace of the field, it is difficult to …
Introduction to Large Language Models | Machine Learning
Sep 6, 2024 · Define language models and large language models (LLMs). Define key LLM concepts, including Transformers and self-attention. Describe the costs and benefits of LLMs, …
Large Language Models Explained: Opportunities and Challenges
Mar 20, 2025 · Large Language Models have evolved rapidly since 2017, utilizing advanced transformer architectures. LLMs can exceed one billion parameters, significantly impacting …
What are Large Language Models - Machine Learning Models
Discover what Large Language Models (LLMs) are, their applications, challenges, and future directions in natural language processing, emphasizing ethical considerations and …
This article reviews the state of the art in Large Language Models (LLMs) in the context of Natural Language Processing (NLP), focusing on how LLMs can reach a human-level understanding …
Large language models: challenges and opportunities - EthicAI
Oct 9, 2024 · Large language models (LLMs) have revolutionised natural language processing (NLP) with their ability to generate human-like text at an unprecedented scale. These models …
A Critical Review of Methods and Challenges in Large Language Models
Feb 17, 2025 · This critical review provides an in-depth analysis of Large Language Models (LLMs), encompassing their foundational principles, diverse applications, and advanced …