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Chapman and Hall/CRC Concept Drift in Large Language Models: Adapting the Conversation

Name: Concept Drift in Large Language Models: Adapting the Conversation
Brand: Chapman and Hall/CRC
Price: 93.79 GBP
Availability: InStock

AI & Machine Learning

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Description

This book explores the application of the complex relationship between concept drift and cutting-edge large language models to address the problems and opportunities in navigating changing data landscapes. It discusses the theoretical basis of concept drift and its consequences for large language models, particularly the transformative power of cutting-edge models such as GPT-3.5 and GPT-4. It offers real-world case studies to observe firsthand how concept drift influences the performance of language models in a variety of circumstances, delivering valuable lessons learnt and actionable takeaways. The book is designed for professionals, AI practitioners, and scholars, focused on natural language processing, machine learning, and artificial intelligence. Examines concept drift in AI, particularly its impact on large language models Analyses how concept drift affects large language models and its theoretical and practical consequences Covers detection methods and practical implementation challenges in language models Showcases examples of concept drift in GPT models and lessons learnt from their performance Identifies future research avenues and recommendations for practitioners tackling concept drift in large language models

Product Specifications

Brand: Chapman and Hall/CRC
Format: hardcover
ASIN: 1032978074
Category: Books > Subjects > Computing & Internet > Computer Science > AI & Machine Learning
Domain: Amazon UK
Release Date: 08 May 2025
Listed Since: 13 November 2024

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Chapman and Hall/CRC Concept Drift in Large Language Models: Adapting the Conversation

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Chapman and Hall/CRC Concept Drift in Large Language Models: Adapting the Conversation

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