Natural Language Processing Theory Techniques And Applications For Conversational Ai Systems
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Natural Language Processing Theory Techniques And Applications For Conversational Ai Systems
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Author : PRAKASH SUBRAMANI RAJKUMAR KYADASU NARRAIN PRITHVI DHARUMAN DR. SHAILESH K SINGH
language : en
Publisher: DeepMisti Publication
Release Date : 2024-11-10
Natural Language Processing Theory Techniques And Applications For Conversational Ai Systems written by PRAKASH SUBRAMANI RAJKUMAR KYADASU NARRAIN PRITHVI DHARUMAN DR. SHAILESH K SINGH and has been published by DeepMisti Publication this book supported file pdf, txt, epub, kindle and other format this book has been release on 2024-11-10 with Computers categories.
In the ever-evolving landscape of the modern world, the synergy between technology and management has become a cornerstone of innovation and progress. This book, Natural Language Processing Theory, Techniques, and Applications for Conversational AI Systems, is conceived to bridge the gap between emerging technological advancements in natural language processing (NLP) and their strategic application in conversational AI systems. Our objective is to equip readers with the tools and insights necessary to excel in this dynamic intersection of fields. This book is structured to provide a comprehensive exploration of the methodologies and strategies that define the innovation of NLP technologies, particularly focusing on techniques and applications relevant to conversational AI. From foundational theories to advanced applications, we delve into the critical aspects that drive successful innovation in AI-driven language systems. We have made a concerted effort to present complex concepts in a clear and accessible manner, making this work suitable for a diverse audience, including students, developers, and industry professionals. In authoring this book, we have drawn upon the latest research and best practices to ensure that readers not only gain a robust theoretical understanding but also acquire practical skills that can be applied in real-world conversational AI scenarios. The chapters are designed to strike a balance between depth and breadth, covering topics ranging from NLP fundamentals and machine learning techniques to the strategic management of AI-driven communication. Additionally, we emphasize the importance of effective communication, dedicating sections to the art of developing AI systems that deliver precise and contextually aware conversations. The inspiration for this book arises from a recognition of the crucial role that NLP and conversational AI systems play in shaping the future of digital interactions. We are profoundly grateful to Chancellor Shri Shiv Kumar Gupta of Maharaja Agrasen Himalayan Garhwal University for his unwavering support and vision. His dedication to fostering academic excellence and promoting a culture of innovation has been instrumental in bringing this project to fruition. We hope this book will serve as a valuable resource and inspiration for those eager to deepen their understanding of how NLP theory and conversational AI systems can be harnessed together to drive innovation. We believe that the knowledge and insights contained within these pages will empower readers to lead the way in creating intelligent systems that will define the future of human-computer interaction. Thank you for joining us on this journey. Authors
Automated Essay Scoring
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Author : Beata Beigman Klebanov
language : en
Publisher: Springer Nature
Release Date : 2022-05-31
Automated Essay Scoring written by Beata Beigman Klebanov and has been published by Springer Nature this book supported file pdf, txt, epub, kindle and other format this book has been release on 2022-05-31 with Computers categories.
This book discusses the state of the art of automated essay scoring, its challenges and its potential. One of the earliest applications of artificial intelligence to language data (along with machine translation and speech recognition), automated essay scoring has evolved to become both a revenue-generating industry and a vast field of research, with many subfields and connections to other NLP tasks. In this book, we review the developments in this field against the backdrop of Elias Page's seminal 1966 paper titled "The Imminence of Grading Essays by Computer." Part 1 establishes what automated essay scoring is about, why it exists, where the technology stands, and what are some of the main issues. In Part 2, the book presents guided exercises to illustrate how one would go about building and evaluating a simple automated scoring system, while Part 3 offers readers a survey of the literature on different types of scoring models, the aspects of essay quality studied in prior research,and the implementation and evaluation of a scoring engine. Part 4 offers a broader view of the field inclusive of some neighboring areas, and Part \ref{part5} closes with summary and discussion. This book grew out of a week-long course on automated evaluation of language production at the North American Summer School for Logic, Language, and Information (NASSLLI), attended by advanced undergraduates and early-stage graduate students from a variety of disciplines. Teachers of natural language processing, in particular, will find that the book offers a useful foundation for a supplemental module on automated scoring. Professionals and students in linguistics, applied linguistics, educational technology, and other related disciplines will also find the material here useful.
Intelligent Systems Design And Applications
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Author : Ajith Abraham
language : en
Publisher: Springer Nature
Release Date : 2023-06-02
Intelligent Systems Design And Applications written by Ajith Abraham and has been published by Springer Nature this book supported file pdf, txt, epub, kindle and other format this book has been release on 2023-06-02 with Technology & Engineering categories.
This book highlights recent research on intelligent systems and nature-inspired computing. It presents 223 selected papers from the 22nd International Conference on Intelligent Systems Design and Applications (ISDA 2022), which was held online. The ISDA is a premier conference in the field of computational intelligence, and the latest installment brought together researchers, engineers, and practitioners whose work involves intelligent systems and their applications in industry. Including contributions by authors from 65 countries, the book offers a valuable reference guide for all researchers, students, and practitioners in the fields of computer science and engineering.
Innovative And Intelligent Digital Technologies Towards An Increased Efficiency
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Author : Muneer Al Mubarak
language : en
Publisher: Springer Nature
Release Date : 2025-01-31
Innovative And Intelligent Digital Technologies Towards An Increased Efficiency written by Muneer Al Mubarak and has been published by Springer Nature this book supported file pdf, txt, epub, kindle and other format this book has been release on 2025-01-31 with Computers categories.
This book delves into how these technologies, including artificial intelligence, machine learning, data analytics, and the Internet of Things, are revolutionizing business operations. Through real-world case studies and expert analysis, the book showcases practical applications of these technologies in sectors like manufacturing, health care, finance, and logistics. It highlights the benefits and challenges of adopting these innovations, offering valuable insights for organizations seeking improved efficiency. The book also addresses ethical considerations and societal implications, including data privacy, security, and the future of work in an increasingly digitized world. It emphasizes the responsible implementation of digital technologies for a sustainable and inclusive future.
Computation Of Artificial Intelligence And Machine Learning
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Author : Amit Kumar Bairwa
language : en
Publisher: Springer Nature
Release Date : 2024-10-22
Computation Of Artificial Intelligence And Machine Learning written by Amit Kumar Bairwa and has been published by Springer Nature this book supported file pdf, txt, epub, kindle and other format this book has been release on 2024-10-22 with Computers categories.
The two-volume set, CCIS 2184-2185, constitutes the refereed proceedings of the First International Conference on Computation of Artificial Intelligence and Machine Learning, ICCAIML 2024, held in Jaipur, India, in January 18–19, 2024. The 60 papers included in these volumes were carefully reviewed and selected from 645 submissions. These papers focus on various subject areas within the field of Artificial Intelligence and Machine Learning, such as Neural Networks and Deep Learning, Natural Language Processing, Computer Vision, Reinforcement Learning, Data Mining and Big Data Analytics, AI in Healthcare and Biomedical Applications, Autonomous Systems and Robotics, AI Ethics and Fairness, AI in Finance and Eco-nomics.
Building Conversational Generative Ai Apps With Langchain And Gpt Develop End To End Llm Powered Conversational Ai Apps With Python Langchain Gpt And Google Colab
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Author : Mugesh S.
language : en
Publisher: Orange Education Pvt Limited
Release Date : 2025-06-04
Building Conversational Generative Ai Apps With Langchain And Gpt Develop End To End Llm Powered Conversational Ai Apps With Python Langchain Gpt And Google Colab written by Mugesh S. and has been published by Orange Education Pvt Limited this book supported file pdf, txt, epub, kindle and other format this book has been release on 2025-06-04 with Computers categories.
Transform Text into Intelligent Conversations with LangChain and GPT. Key Features● Build AI Chatbots with LangChain, Python and GPT models through hands-on guidance.● Master Advanced Techniques like RAG, document embedding, and LLM fine-tuning.● Deploy and Scale conversational AI systems for real-world applications. Book DescriptionConversational AI Apps are revolutionizing the way we interact with technology, enabling businesses and developers to create smarter, more intuitive applications that engage users in natural, meaningful ways. Building Conversational Generative AI Apps with LangChain and GPT is your ultimate guide to mastering AI-driven conversational systems. Starting with core concepts of generative AI and LLMs, you'll learn to build intelligent chatbots and virtual assistants, while exploring techniques like fine-tuning LLMs, retrieval-augmented generation (RAG), and document embedding. As you progress, you'll dive deeper into advanced topics such as vector databases and multimodal capabilities, enabling you to create highly accurate, context-aware AI agents. The book's step-by-step tutorials ensure that you develop practical skills in deploying and optimizing scalable conversational AI solutions. By the end, you'll be equipped to build AI apps that enhance customer engagement, automate workflows, and scale seamlessly. Unlock the potential of Building Conversational Generative AI Apps with LangChain and GPT and create next-gen AI applications today! What you will learn● Build and deploy AI-driven chatbots using LangChain and GPT models.● Implement advanced techniques like retrieval-augmented generation (RAG) for smarter responses.● Fine-tune LLMs for domain-specific conversational AI applications.● Leverage vector databases for efficient knowledge retrieval and enhanced chatbot performance.● Explore multimodal capabilities and document embedding for better context-aware responses.● Optimize and scale conversational AI systems for large-scale deployments.
Ai And The Revival Of Big Data
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Author : Ayyalasomayajula, Madan Mohan Tito
language : en
Publisher: IGI Global
Release Date : 2025-02-05
Ai And The Revival Of Big Data written by Ayyalasomayajula, Madan Mohan Tito and has been published by IGI Global this book supported file pdf, txt, epub, kindle and other format this book has been release on 2025-02-05 with Computers categories.
The interplay between big data and Artificial Intelligence has redefined how organizations process, analyze, and utilize information in the modern era. By leveraging AI, big data has transitioned from a static resource to a dynamic force capable of driving innovation, creating strategic insights, and transforming industries. This evolution underscores the importance of building trust in both human and technological systems to manage data responsibly and effectively. As the reliance on data-driven decision-making grows, understanding this relationship is vital for advancing societal progress and fostering sustainable development. AI and the Revival of Big Data offers a nuanced understanding of the evolution of big data and its enduring significance in the digital age. Additionally, the discussion of AI's role in revitalizing big data will inspire new avenues of research and collaboration across disciplines. Covering topics such as load distribution, financial malfeasance, image analysis, this book is an excellent resource for data scientists, business leaders, practitioners, policymakers, and industry professionals, professionals, researchers, scholars, academicians, and more.
Theory Of Automata And Its Applications In Science And Engineering
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Author : Sunil Kumar
language : en
Publisher: Deep Science Publishing
Release Date : 2025-05-06
Theory Of Automata And Its Applications In Science And Engineering written by Sunil Kumar and has been published by Deep Science Publishing this book supported file pdf, txt, epub, kindle and other format this book has been release on 2025-05-06 with Technology & Engineering categories.
The theory of finite automata has long stood as a cornerstone in the field of theoretical computer science, offering a rigorous yet elegant model for understanding computation in its most fundamental form. From early work on regular languages to modern uses in text processing, embedded systems, and artificial intelligence, finite automata have proven to be both foundational and remarkably practical. This edited volume, Theory of Automata and Its Applications in Science and Engineering, brings together a diverse collection of chapters that bridge the gap between theory and application. Each contribution explores a unique facet of finite automata—ranging from classical constructions to cutting-edge implementations in real-world domains. Our aim is to showcase not only the mathematical beauty of automata theory but also its growing relevance in areas such as compiler design, natural language processing, network protocol analysis, DNA computing etc. By including both introductory and advanced topics, as well as hands-on examples, formal proofs, and case studies, this volume serves as a comprehensive guide for those who seek to apply formal methods to practical problems. Each chapter is self-contained, authored by experts in the field, and reflects ongoing innovations that highlight the enduring impact of finite automata in computing and engineering.
Conversational Ai Development With Rasa
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Author : Richard Johnson
language : en
Publisher: HiTeX Press
Release Date : 2025-06-11
Conversational Ai Development With Rasa written by Richard Johnson and has been published by HiTeX Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2025-06-11 with Computers categories.
"Conversational AI Development with Rasa" "Conversational AI Development with Rasa" is a comprehensive and authoritative guide designed for practitioners and architects aiming to build sophisticated conversational AI systems. The book opens with a deep exploration of modern conversational agent architectures, covering foundational natural language processing techniques, dialogue management, and critical ethical considerations such as privacy, fairness, and security. From the outset, readers receive a clear understanding of how conversational AI is conceptualized, evaluated, and thoughtfully integrated within enterprise environments. Delving into the Rasa Open Source framework, the book meticulously unpacks the entire Rasa stack—from core components like NLU, Core, and Action Server, to scalable NLU pipeline design, advanced policy engineering, and the crafting of robust conversational flows. Practical guidance is provided for every stage of the development lifecycle, including building custom components, integrating with databases and microservices, and personalizing response generation. Readers will also benefit from expert insights into productionizing Rasa deployments, encompassing CI/CD orchestration, observability, security, and compliance in demanding enterprise landscapes. Special topics address the integration of large language models, multimodal interfaces, and persistent memory, catering to advanced and research-focused audiences. Real-world case studies illustrate proven strategies and frameworks for deploying bots across industries such as customer service, healthcare, and operations, highlighting best practices gleaned from large-scale, mission-critical rollouts. Whether you are designing your first chatbot or modernizing complex conversational systems, this book offers the depth, rigor, and hands-on strategies required to confidently deliver next-generation AI experiences with Rasa.
Generative Artificial Intelligence Ai Approaches For Industrial Applications
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Author : Narasimha Rao Vajjhala
language : en
Publisher: Springer Nature
Release Date : 2025-02-03
Generative Artificial Intelligence Ai Approaches For Industrial Applications written by Narasimha Rao Vajjhala and has been published by Springer Nature this book supported file pdf, txt, epub, kindle and other format this book has been release on 2025-02-03 with Computers categories.
"Generative Artificial Intelligence (AI) Approaches for Industrial Applications" explores the transformative potential of Generative AI technologies across various industries. With contributions from international scholars and experts, this book provides a comprehensive overview of the latest trends, mathematical foundations, and practical applications of Generative AI models. Key sections examine the fundamental concepts of Generative AI, including Generative Adversarial Networks (GANs) and their ethical and security considerations. Special attention is given to the revolutionary impact of Generative AI in healthcare technologies, clinical decision-making, and predictive maintenance within the manufacturing sector. Additionally, the role of Generative AI in FinTech, particularly in redefining business models and enhancing digital security, is thoroughly examined. This book features cutting-edge research on text summarization, age progression using GANs, and integrating AI with regulatory practices. This book is a vital resource for academics, professionals, and practitioners bridging the gap between theoretical AI frameworks and their real-world industrial applications, offering insights into how Generative AI is shaping the future of industries worldwide.