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Concept Drift in Large Language Models : Adapting the Conversation - Ketan Sanjay Desale

eBOOK

Concept Drift in Large Language Models

Adapting the Conversation

By: Ketan Sanjay Desale

eBook | 8 May 2025

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Available: 8th May 2025

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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

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Android
eReader
Desktop
IOS
Windows

You Can Find This eBook In

Non-FictionComputing & I.T.Computer Programming & Software DevelopmentAlgorithms & Data StructuresGraphical & Digital Media Applications3D Graphics & ModellingDatabasesData Capture & AnalysisComputer ScienceArtificial IntelligenceMachine LearningNatural Language & Machine Translation
Human-Computer InteractionLanguage & LinguisticsLinguisticsComputational LinguisticsNeural Networks & Fuzzy SystemsEngineering & TechnologyElectronics & Communications EngineeringElectronics EngineeringAutomatic Control Engineering

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