Transformative Natural Language Processing

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Transformative Natural Language Processing
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Author : Akshi Kumar
language : en
Publisher: Springer Nature
Release Date : 2025-06-16
Transformative Natural Language Processing written by Akshi Kumar and has been published by Springer Nature this book supported file pdf, txt, epub, kindle and other format this book has been release on 2025-06-16 with Computers categories.
The evolving landscape of technology has presented numerous opportunities for addressing some of the most critical challenges in high-stakes domains such as medicine, law, and finance. These fields, where the stakes are exceptionally high, have increasingly turned to Natural Language Processing (NLP) to manage, interpret, and utilize vast amounts of unstructured linguistic data. The complexities and subtleties inherent in human language pose significant challenges in these sectors, where precision and clarity are paramount. Misinterpretation or ambiguity can lead to far-reaching consequences, making the need for advanced NLP techniques crucial. This book aims to bridge the gap between state-of-the-art NLP technologies and their practical applications in medicine, law, and finance. By focusing on the specific challenges and advancements within these sectors, the publication intends to highlight innovative approaches, methodologies, and technologies that are shaping the future of NLP. It discusses the integration of NLP with other technological advancements, the development of new tools and techniques, and the ethical considerations involved in deploying NLP solutions in high-stakes domains. Moreover, the book provides a platform for researchers, practitioners, and industry experts to share their experiences, insights, and research findings. Through comprehensive reviews, case studies, and empirical research, it covers a range of topics including but not limited to handling uncertainty in clinical notes, approaches for dealing with ambiguity in legal documents, sentiment analysis in financial markets, and ethical considerations in the use of NLP for sensitive data.
Introduction To Natural Language Processing
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Author : Jacob Eisenstein
language : en
Publisher: MIT Press
Release Date : 2019-10-01
Introduction To Natural Language Processing written by Jacob Eisenstein and has been published by MIT Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2019-10-01 with Computers categories.
A survey of computational methods for understanding, generating, and manipulating human language, which offers a synthesis of classical representations and algorithms with contemporary machine learning techniques. This textbook provides a technical perspective on natural language processing—methods for building computer software that understands, generates, and manipulates human language. It emphasizes contemporary data-driven approaches, focusing on techniques from supervised and unsupervised machine learning. The first section establishes a foundation in machine learning by building a set of tools that will be used throughout the book and applying them to word-based textual analysis. The second section introduces structured representations of language, including sequences, trees, and graphs. The third section explores different approaches to the representation and analysis of linguistic meaning, ranging from formal logic to neural word embeddings. The final section offers chapter-length treatments of three transformative applications of natural language processing: information extraction, machine translation, and text generation. End-of-chapter exercises include both paper-and-pencil analysis and software implementation. The text synthesizes and distills a broad and diverse research literature, linking contemporary machine learning techniques with the field's linguistic and computational foundations. It is suitable for use in advanced undergraduate and graduate-level courses and as a reference for software engineers and data scientists. Readers should have a background in computer programming and college-level mathematics. After mastering the material presented, students will have the technical skill to build and analyze novel natural language processing systems and to understand the latest research in the field.
Emerging Applications Of Natural Language Processing Concepts And New Research
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Author : Bandyopadhyay, Sivaji
language : en
Publisher: IGI Global
Release Date : 2012-10-31
Emerging Applications Of Natural Language Processing Concepts And New Research written by Bandyopadhyay, Sivaji and has been published by IGI Global this book supported file pdf, txt, epub, kindle and other format this book has been release on 2012-10-31 with Computers categories.
"This book provides pertinent and vital information that researchers, postgraduate, doctoral students, and practitioners are seeking for learning about the latest discoveries and advances in NLP methodologies and applications of NLP"--Provided by publisher.
Digital Transformation Of The Design Construction And Management Processes Of The Built Environment
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Author : Bruno Daniotti
language : en
Publisher: Springer Nature
Release Date : 2019-12-30
Digital Transformation Of The Design Construction And Management Processes Of The Built Environment written by Bruno Daniotti and has been published by Springer Nature this book supported file pdf, txt, epub, kindle and other format this book has been release on 2019-12-30 with Technology & Engineering categories.
This open access book focuses on the development of methods, interoperable and integrated ICT tools, and survey techniques for optimal management of the building process. The construction sector is facing an increasing demand for major innovations in terms of digital dematerialization and technologies such as the Internet of Things, big data, advanced manufacturing, robotics, 3D printing, blockchain technologies and artificial intelligence. The demand for simplification and transparency in information management and for the rationalization and optimization of very fragmented and splintered processes is a key driver for digitization. The book describes the contribution of the ABC Department of the Polytechnic University of Milan (Politecnico di Milano) to R&D activities regarding methods and ICT tools for the interoperable management of the different phases of the building process, including design, construction, and management. Informative case studies complement the theoretical discussion. The book will be of interest to all stakeholders in the building process – owners, designers, constructors, and faculty managers – as well as the research sector.
Digital Transformation
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Author : Anup Maheshwari
language : en
Publisher: John Wiley & Sons
Release Date : 2019-09-04
Digital Transformation written by Anup Maheshwari and has been published by John Wiley & Sons this book supported file pdf, txt, epub, kindle and other format this book has been release on 2019-09-04 with Business & Economics categories.
Building Intelligent Enterprises by leveraging the emerging and next-generation technologies to accelerate the adoption of digital transformation The speed of innovation and emerging IT technologies are changing at a very fast pace and enterprises are eager to join the digital revolution so they can stand above the competition and succeed as the enterprise of tomorrow. This book is an attempt to make the enterprise intelligent by providing the path to digital transformation and the adoption of new IT methods, tools and technologies. This book has been organized to cover the following topics: Digital Transformation, Design Thinking, Agile, DevOps, Robotic Process Automation, Internet of Things, Artificial Intelligence, Machine Learning, Blockchain, Drones, Augmented and Virtual Reality, 3D Printing, Big Data, Analytics, Cloud Computing, APIs, and SAP Leonardo. No prior knowledge of any technical coding or language is necessary to understand the content of this book. End-to-end storyline to accelerate the enterprise’s digital transformation journey How an enterprise can stay relevant, compete, and perform in the digital economy How to leverage these technologies to build intelligent enterprises Understand and apply the emerging technologies across key business processes Industry-specific Use Cases for all technologies as a reference point to build the business case for implementation The book is very well suited towards the C-Suite executives, both IT and business leaders, directors and managers, project managers, solution architects, and all professionals who have an interest and desire to keep up-to-date with the latest technological trends, looking for a career change, want to help enterprise adapt and onboard the digital roadmap, or have an agenda to digitize key processes within the enterprise to make it intelligent.
Digital Health Transformation Smart Ageing And Managing Disability
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Author : Kim Jongbae
language : en
Publisher: Springer Nature
Release Date : 2023-09-21
Digital Health Transformation Smart Ageing And Managing Disability written by Kim Jongbae and has been published by Springer Nature this book supported file pdf, txt, epub, kindle and other format this book has been release on 2023-09-21 with Computers categories.
This open access book constitutes the refereed proceedings of the 20th International Conference on Digital Health Transformation and Smart Ageing, ICOST 2023, held in Wonju, South Korea, during July 7–8, 2023. The 18 full papers and 16 short papers included in this book were carefully reviewed and selected from 41 submissions. They were organized in topical sections as follows: IoT and AI Solutions for E-health, Biomedical and Health Informatics, Wellbeing Technologies, Short Contributions: Medical Systems and E-health Solutions and Short Contributions: Wellbeing Technologies.
Agile Business Architecture For Digital Transformation Version 2
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Author : Dr Mehmet Yildiz
language : en
Publisher: Digitalmehmet
Release Date : 2025-07-04
Agile Business Architecture For Digital Transformation Version 2 written by Dr Mehmet Yildiz and has been published by Digitalmehmet this book supported file pdf, txt, epub, kindle and other format this book has been release on 2025-07-04 with Business & Economics categories.
Book Description for 2025 Edition This updated edition presents a structured and experience-based guide for business architects who work at the intersection of strategy, technology, and transformation. Built on decades of architectural leadership, it offers refined tools, expanded perspectives, and practical insights tailored to the evolving demands of digital business in 2026. When the first edition was published in 2019, the goal was to offer a practical method for applying business architecture principles in real-world transformation initiatives. Since then, the landscape has shifted significantly. Market disruptions, global uncertainties, emerging technologies, and changing stakeholder expectations have introduced new complexities into how organizations operate and adapt. This revised edition responds to those changes with a sharper focus on agility, capability modeling, operating model design, and architectural reuse. It expands the original framework to support a wider audience, including architects leading large-scale programs, executives shaping innovation portfolios, and entrepreneurs building digital-first business models. What sets this book apart is its pragmatic focus on delivering measurable business value through agile architectural thinking. Unlike conventional resources that emphasize static frameworks or academic theory, this book presents a practical approach grounded in lived experience across complex, high-stakes transformation programs. It highlights the strategic role of business architects in enabling profitability, resilience, and adaptability—guiding real outcomes, not just diagrams. With an emphasis on agility, collaboration, capability reuse, and continual modernization, this book equips professionals to create architectures that evolve with the business and lead confidently in uncertain times. The content is grounded in real project experiences in business organizations striving for excellence. It reflects lessons from enterprise modernization, cross-functional alignment, governance integration, and capability-led planning. Every chapter has been carefully rewritten to address today’s constraints, opportunities, and strategic priorities. Who is this book for? This book has been designed for professionals navigating digital transformation and business architecture from various roles. It will be particularly valuable to: · Business architects leading transformation efforts across industries · Enterprise and technology architects aligning legacy systems with modern strategies · Program and portfolio leaders who are responsible for delivery and change · Digital executives and innovation leaders managing strategic investments · Entrepreneurs and consultants designing adaptive business solutions · Graduate students and professionals seeking applied knowledge in business architecture Written in clear and direct language, this book remains accessible while preserving the depth and precision required by experienced practitioners. It highlights the architect's role not as a passive analyst but as a visible leader who helps organizations evolve with purpose and resilience. By aligning strategy with execution, capability with opportunity, and technology with intent, this book helps readers move beyond static models to lead dynamic change with confidence and clarity.
Entropy Guided Transformation Learning Algorithms And Applications
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Author : Cícero Nogueira dos Santos
language : en
Publisher: Springer Science & Business Media
Release Date : 2012-03-16
Entropy Guided Transformation Learning Algorithms And Applications written by Cícero Nogueira dos Santos and has been published by Springer Science & Business Media this book supported file pdf, txt, epub, kindle and other format this book has been release on 2012-03-16 with Computers categories.
Entropy Guided Transformation Learning: Algorithms and Applications (ETL) presents a machine learning algorithm for classification tasks. ETL generalizes Transformation Based Learning (TBL) by solving the TBL bottleneck: the construction of good template sets. ETL automatically generates templates using Decision Tree decomposition. The authors describe ETL Committee, an ensemble method that uses ETL as the base learner. Experimental results show that ETL Committee improves the effectiveness of ETL classifiers. The application of ETL is presented to four Natural Language Processing (NLP) tasks: part-of-speech tagging, phrase chunking, named entity recognition and semantic role labeling. Extensive experimental results demonstrate that ETL is an effective way to learn accurate transformation rules, and shows better results than TBL with handcrafted templates for the four tasks. By avoiding the use of handcrafted templates, ETL enables the use of transformation rules to a greater range of tasks. Suitable for both advanced undergraduate and graduate courses, Entropy Guided Transformation Learning: Algorithms and Applications provides a comprehensive introduction to ETL and its NLP applications.
Digital Transformation Payday
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Author : Tim Bottke
language : en
Publisher: John Wiley & Sons
Release Date : 2022-12-06
Digital Transformation Payday written by Tim Bottke and has been published by John Wiley & Sons this book supported file pdf, txt, epub, kindle and other format this book has been release on 2022-12-06 with Business & Economics categories.
The Data-Driven Guide for your Digital Transformation Payday In Digital Transformation Payday: Navigate the Hype, Lower the Risks, Increase Return on Investments, Tim Bottke, Senior Strategy Partner at Deloitte and Associate Professor for Strategy and Digital Transformation at SDA Bocconi, a Financial Times/Forbes/Bloomberg Businessweek Top-Five European business school, delivers a provocative, new perspective on digital business transformation—using research to get beyond the hype and uncover its real financial payback. Have you ever asked yourself: “Should I really embark on a digital transformation journey that is likely full of pain, failure, and high cash-outs? One that puts a lot of pressure on our stock price and my nerves? Who will thank me for that? Will there ever be a measurable return on invest for all these technologies that supports positive market value impact?” If so, this book is for you. You’ll find unique insights and guidance for managers, executives, board members, and investors as you navigate an immense array of strategic and operational choices, opportunities, and pitfalls. You’ll also learn to demystify digital strategy and technology buzzwords, better define the initial focal point and process of your firm’s digital transformation, and establish new ways of thinking in terms of value impacts—and how to measure them—right from the start. The book also includes: A proven framework for defining your next digital transformation effort end to end, and configuring your initiatives for maximum return on investment Empirical data to help you understand your company’s odds of navigating your chosen digital transformation initiatives with financial payback An indispensable resource for business leaders, Digital Transformation Payday will also earn a place in the libraries of entrepreneurs, founders, leaders of established companies, and digital enthusiasts.
The Intelligent Ledger Ai Driven Transformation In Tax Payroll And Financial Advisory
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Author : JEEVANI SINGIREDDY
language : en
Publisher: CANEDA GLOBAL JOURNAL GROUP
Release Date :
The Intelligent Ledger Ai Driven Transformation In Tax Payroll And Financial Advisory written by JEEVANI SINGIREDDY and has been published by CANEDA GLOBAL JOURNAL GROUP this book supported file pdf, txt, epub, kindle and other format this book has been release on with Computers categories.
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