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Large language models: a comprehensive survey of its applications, challenges, limitations, and future prospects
Within the vast expanse of computerized language processing, a revolutionary entity known
as Large Language Models (LLMs) has emerged, wielding immense power in its capacity to …
as Large Language Models (LLMs) has emerged, wielding immense power in its capacity to …
Deep learning for genomics: From early neural nets to modern large language models
The data explosion driven by advancements in genomic research, such as high-throughput
sequencing techniques, is constantly challenging conventional methods used in genomics …
sequencing techniques, is constantly challenging conventional methods used in genomics …
Large language models: A survey of their development, capabilities, and applications
Large language models can generate text, respond to queries, and translate between
languages, as recent research demonstrates. As a new and essential part of computational …
languages, as recent research demonstrates. As a new and essential part of computational …
Which LLM to Play? Convergence-Aware Online Model Selection with Time-Increasing Bandits
Web-based applications such as chatbots, search engines and news recommendations
continue to grow in scale and complexity with the recent surge in the adoption of large …
continue to grow in scale and complexity with the recent surge in the adoption of large …
Two-tiered Encoder-based Hallucination Detection for Retrieval-Augmented Generation in the Wild
Abstract Detecting hallucinations, where Large Language Models (LLMs) are not factually
consistent with a Knowledge Base (KB), is a challenge for Retrieval-Augmented Generation …
consistent with a Knowledge Base (KB), is a challenge for Retrieval-Augmented Generation …
Convergence-Aware Online Model Selection with Time-Increasing Bandits
Web-based applications such as chatbots, search engines and news recommendations
continue to grow in scale and complexity with the recent surge in the adoption of large …
continue to grow in scale and complexity with the recent surge in the adoption of large …
[PDF][PDF] A human-centric and LLM-enhanced explainable framework for sensing data exploratory analysis
E Paraschou - 2024 - ikee.lib.auth.gr
In this chapter, we provide a comprehensive overview of the context and motivation behind
this study, focusing on the domain of Ubiquitous Computing and its intersection with Artificial …
this study, focusing on the domain of Ubiquitous Computing and its intersection with Artificial …
Designing for Inference in Future Generative Models
JN Yan - 2024 - search.proquest.com
The rapid evolution of generative models has significantly advanced artificial intelligence,
enabling the creation of human-like text, realistic images, and even scientific discoveries …
enabling the creation of human-like text, realistic images, and even scientific discoveries …
[PDF][PDF] LLMs: A Comprehensive Survey of Applications, Challenges, Datasets, Models, Limitations, and Future Prospects
Within the vast expanse of computerized language processing, a revolutionary entity known
as Large Language Models (LLMs) has emerged, wielding immense power in its capacity to …
as Large Language Models (LLMs) has emerged, wielding immense power in its capacity to …