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Full Description
Natural language processing enables communication between people and computers as well as automatic translation to facilitate easy interaction with others around the world. This new volume focuses on natural language processing in conjunction with artificial intelligence and allied areas, discussing advanced applications, approaches, and techniques for computational models of information and how they are presented by language (artificial, human, or natural in other ways). It looks at intelligent natural language processing and related models of thought, mental states, reasoning, and other cognitive processes.
Key features:
Addresses the functional frameworks and workflow that are trending in NLP and AI
Looks at the latest technologies and the major challenges, issues, and advances in NLP and AI
Explores an intelligent field monitoring and automated system through AI with NLP and its implications for the real world
Discusses data acquisition and presents a real-time case study with illustrations related to data-intensive technologies in AI and NLP
Contents
1. Natural Language Processing and Artificial Intelligence: A Perspective Towards Current Trends, Challenges, and Applications 2. Artificial Intelligence-Based NLP: Methods, Trends, and Challenges 3. Exploring the Synergy of Machine Learning and Natural Language Processing 4. Navigating the AI Landscape: Architectures and Algorithms for Natural Language Processing 5. Bridging Language Structure and Deep Learning Models: A Comprehensive Exploration of Natural Language Processing 6. Artificial Intelligence Architectures and Algorithms in Natural Language Processing Ecosystems 7. Classification of Real and Fake News Using Machine Learning and Deep Learning Techniques 8. Unleashing the Power of Big Data: Information Retrieval and Text Mining Strategies 9. Reconciliation of Emotional Intelligence with Artificial Intelligence for Augmenting Organizational Effectiveness: A Conceptual Model 10. Innovations in Future Mobility and Intelligent Virtual Assistants: Lensing Machine Learning AI-Based Chatbots for Digital Users 11. FedNLP: Secure and Efficient Federated Learning Using NLP: Architecture, Challenges, and Solutions 12. LLMS-Based Human-Like Content Creation, Including Articles, Social Media Posts, and Marketing Content 13. LLMS-Powered Chatbots and Virtual Assistants for Interactive and Human-Like Interactions 14. TrOCR-Med: Revolutionizing Medical Data Handling with Transformer-Based Handwritten Optical Character Recognition and Extraction 15. Speech Emotion Detection Using Deep Learning
