| chatgpt optimizing language models for dialogue pdf: Information and Communications Technologies Tammam A. T. Benmusa, |
| chatgpt optimizing language models for dialogue pdf: This Is Not a Feminism Textbook Catherine Rottenberg, 2024-03-19 Feminist scholars from around the world on key debates and concerns ranging from motherhood, home, and family to media, technology, and medicine. This thought-provoking book is written by prominent feminist scholars from around the world. It is engaging and accessible, distilling the highest level of knowledge into fascinating but concise entries. This Is Not A Feminism Textbook offers a clear, straightforward overview of key feminist debates and concerns ranging from motherhood, home, work and family to media, technology, and medicine. This book is a must-read for everyone who is curious about the sex/gender distinction, and the relation between gender and other aspects of identity; and it tackles plenty more questions along the way. Are smart homes really smart? Will technology save the world? What does class have to do with feminism? And what does ‘intersectionality’ actually mean? The work of feminism to help create a more just and equal society is not yet done. This book provides a roadmap to inspire each and every reader to continue exploring, thinking about, discussing, and ‘doing’ feminism. Contributors Celia Roberts, Amber Jamilla Musser, Simidele Dosekun, Sara R. Farris, Chiara Pellegrini, Cynthia Barounis, Suzanne Leonard, Yolande Strengers, Heather Berg |
| chatgpt optimizing language models for dialogue pdf: Digital Business Annmarie Hanlon, 2024-03-15 Digital Business: Strategy, Management & Transformation covers all the essentials for understanding and doing business in a digital world within a single comprehensive textbook, including an introduction to the digital business environment, cutting-edge coverage of data and artificial intelligence, and an exploration of the latest digital tools and platforms and emerging and enabling technologies such as blockchain and Web 3.0. The text explores all types and scales of digital business, from small, innovative start-ups and disruptors that are ‘born digital’, to the digital transformation of traditional large-scale businesses. Readers will also learn how these businesses strategise, operate and manage themselves, user experiences and customer relationships within an ever-increasing digital environment. Consideration is also given to the ethical and legal components of doing digital business with the United Nations’ Sustainable Development Goals in mind. This textbook includes a rich source of learning features and activities making it suitable for business students at undergraduate and postgraduate levels, and setting students up for success on graduation in a fast-changing, digitalised and technology-led business world. Annmarie Hanlon teaches digital marketing and is Course Director for the MSc Marketing and Leadership at Cranfield School of Management in the UK. You can follow her updates at twitter.com/annmariehanlon and LinkedIn linkedin.com/in/annmariehanlon |
| chatgpt optimizing language models for dialogue pdf: Transforming Education With Generative AI: Prompt Engineering and Synthetic Content Creation Sharma, Ramesh C., Bozkurt, Aras, 2024-02-07 The rise of generative Artificial Intelligence (AI) signifies a momentous stride in the evolution of Large Language Models (LLMs) within the expansive sphere of Natural Language Processing (NLP). This groundbreaking advancement ripples through numerous facets of our existence, with education, AI literacy, and curriculum enhancement emerging as focal points of transformation. Within the pages of Transforming Education With Generative AI: Prompt Engineering and Synthetic Content Creation, readers embark on a journey into the heart of this transformative phenomenon. Generative AI's influence extends deeply into education, touching the lives of educators, administrators, policymakers, and learners alike. Within the pages of this book, we explore the intricate art of prompt engineering, a skill that shapes the quality of AI-generated educational content. As generative AI becomes increasingly accessible, this comprehensive volume empowers its audience, by providing them with the knowledge needed to navigate and harness the potential of this powerful tool. |
| chatgpt optimizing language models for dialogue pdf: Reimagining Education Sharon Mistretta, 2024-01-24 Education stakeholders are at a crossroads where teaching and learning paths intersect with technologies fueled by emerging artificial intelligence. Educators who observe the residual effects of a global pandemic are left to wonder what creative technology solutions that sustain teaching and learning amidst mutating contagions should be retained, abandoned, or re-imagined to create sustainable pedagogy practices. In this book about e-learning, invited authors analyze the impacts of overarching issues facing educators across the globe to rethink how they deliver content and assess students' learning. A global community of scholars and researchers contributed twenty chapters to examine artificial intelligence, alternative assessments, education policy, creative technology, creative lesson plans, and emerging workforce trends to foster emerging paradigms in the post-pandemic era. |
| chatgpt optimizing language models for dialogue pdf: Learning, Teaching, and Social Media Andrew McWhirter, 2024-01-31 Employing a unique generational approach, this book critically assesses social media in educational contexts across all educational levels: from primary and secondary schools to further and higher education, proposing a schema for social media literacy (SML). Using research obtained from fieldwork observations conducted in online teaching groups, surveys, and in-depth interviews with teachers and educators on the topic of social media and education, chapters interrogate the historical relationship between educator and learner, and use the frame of expert methodology to understand what educators themselves consider important about social media and education relative to their sectors. Bringing together current literature from education, learning and media technologies, along with longstanding debates around technological influence, chapters also draw on audience and communication studies, psychology and arts and humanities at a time when many different disciplines are trying to understand what social media means to our society. This interdisciplinary volume will be of great interest to academics, researchers and postgraduates in the fields of technology in education, media literacy, and critical digital media. Practitioners involved in the sociology of education will also find the book of use. |
| chatgpt optimizing language models for dialogue pdf: Advancement in Business Analytics Tools for Higher Financial Performance Gharoie Ahangar, Reza, Napier, Mark, 2023-08-08 The relentless growth of data in financial markets has boosted the demand for more advanced analytical tools to facilitate and improve financial planning. The ability to constructively use this data is limited for managers and investors without the proper theoretical support. Within this context, there is an unmet demand for combining analytical finance methods with business analytics topics to inform better investment decisions. Advancement in Business Analytics Tools for Higher Financial Performance explores the financial applications of business analytics tools that can help financial managers and investors to better understand financial theory and improve institutional investment practices. This book explores the value extraction process using more accurate financial data via business analytical tools to help investors and portfolio managers develop more modern financial planning processes. Covering topics such as financial markets, investment analysis, and statistical tools, this book is ideal for accountants, data analysts, researchers, students, business professionals, academicians, and more. |
| chatgpt optimizing language models for dialogue pdf: Business Process Management Forum Chiara Di Francescomarino, Andrea Burattin, Christian Janiesch, Shazia Sadiq, 2023-08-31 This book constitutes the proceedings of the BPM Forum held at the 21st International Conference on Business Process Management, BPM 2023, which took place in Utrecht, The Netherlands, in September 2023. The BPM Forum hosts innovative research which has a high potential of stimulating discussions. The papers selected for the forum are expected to showcase fresh ideas from exciting and emerging topics in BPM, even if they are not yet as mature as the regular papers at the conference. The 23 full papers included in this volume were carefully reviewed and selected from a total of 151 submissions to the conference. The papers were organized in research tracks on foundations, engineering, and management. |
| chatgpt optimizing language models for dialogue pdf: Routledge Handbook of the Influence Industry Emma L. Briant, Vian Bakir, 2024-10-14 This Handbook provides the first comprehensive examination of the influence industry and how it operates worldwide across different domains. The rapid evolution of emerging technologies and data-driven persuasive practices has been linked to the spread of misleading content in domestic and foreign influence campaigns. This has prompted worldwide public and policy discussions about disinformation and how to curb its spread. However, less attention has been paid to the increasingly data-driven commercial industry taking advantage of the opportunities these new technologies afford. The handbook uses the term ‘influence’ here to include not only messaging and public relations (PR), which fell within the traditional focus of propaganda studies, but to consider the infrastructure and actors behind an advanced array of capabilities that can be used in a coordinated way to affect an audience’s emotions, ideas and behaviors in order to advance a state or non-state actor’s objectives – increasingly based on data-driven profiling. The volume fills a gap in scholarship exploring the recent technical, political and economic development of this industry, surveying the extent of different technologies and services offered to clients worldwide across multiple domains (commercial, political, national security and government). The chapters are divided into three thematic sections and evaluate Influence Industry practices, aims and effectiveness across audiences; business practices and economics; and democratic structures and human rights. They also offer advice for researchers and consider key ethical issues and new regulatory approaches. This volume will be of much interest to students of political science, propaganda studies, sociology, communication studies and journalism. |
| chatgpt optimizing language models for dialogue pdf: Impact and implications of AI methods and tools for the future of education Kingsley Okoye, Samira Hosseini, Kamal Kant Hiran , Julius Nganji, 2024-06-07 The congruence of technology such as AI and its use for education can help transform the different pedagogical practices and future of education. Educational organizations like The UNESCO and The World Bank are already calling for research and development-oriented projects, and creation/mobilization of technological initiatives on how to re-imagine education and operationalize the use of digital technologies for its purpose, the Digitized-Education. Those goals mean or include methodological approaches and wide adoption of the AI-methods in fostering education in the classroom or learning environments. Also noteworthy is the fact that digitized-education is now an inevitable and integral element to achieving the global sustainable development goals (SDGs) particularly the SDG4 that promotes quality of education. |
| chatgpt optimizing language models for dialogue pdf: Exploring Technology-Infused Education in the Post-Pandemic Era Tomei, Lawrence A., Carbonara, David D., 2024-08-05 In the aftermath of the 2020-2022 pandemic, educators find themselves grappling with the decision to revert to traditional instructional methods or embrace the transformative power of 21st-century technologies. The swift integration of virtual classrooms, videoconferencing, and social media during the pandemic has left teachers navigating uncharted territory. Many, who once vehemently resisted technology, now stand on the precipice of a digital revolution in education. This dichotomy poses a pressing problem: a dearth of documented research and guidance for educators seeking to measure the true value of these technologies in the post-pandemic era. Exploring Technology-Infused Education in the Post-Pandemic Era, offers guidance and solutions to the challenges faced by educators. As teachers stand on the brink of a pivotal decision, the research community lags behind in providing the necessary insights to inform their choices. The questions loom large: What technologies emerged during the pandemic, and have they proven effective in the classroom? Can these innovations seamlessly coexist with traditional instructional methods? The void in documented research leaves educators in a quandary, lacking the evidence needed to make informed decisions about the integration of technology into their teaching practices. This critical gap impedes progress and hinders the unleashing of the full potential of 21st-century educational tools. |
| chatgpt optimizing language models for dialogue pdf: Speech & Language Processing Dan Jurafsky, 2000-09 |
| chatgpt optimizing language models for dialogue pdf: Dependable Computer Systems and Networks Wojciech Zamojski, Jacek Mazurkiewicz, Jarosław Sugier, Tomasz Walkowiak, Janusz Kacprzyk, 2023-08-10 The book includes papers about various problems of dependable operation of computer systems and networks, which were presented during the 18th DepCoS-RELCOMEX conference. Their collection can be an interesting source material for scientists, researchers, practitioners, and students who are dealing with design, analysis, and engineering of computer systems and networks and must ensure their dependable operation. The increasing role of artificial intelligence algorithms and tools in modern information technology and computer engineering, especially rapid expansion of tools based on deep learning methods, calls for extending our view on system dependability. Selection of papers in these proceedings not only illustrates a wide-ranging variety of multidisciplinary topics which should be considered in this context but also proves that virtually all areas of contemporary computer systems and networks must take into account an aspect of dependability. |
| chatgpt optimizing language models for dialogue pdf: The Conversational Interface Michael McTear, Zoraida Callejas, David Griol, 2016-05-19 This book provides a comprehensive introduction to the conversational interface, which is becoming the main mode of interaction with virtual personal assistants, smart devices, various types of wearable, and social robots. The book consists of four parts. Part I presents the background to conversational interfaces, examining past and present work on spoken language interaction with computers. Part II covers the various technologies that are required to build a conversational interface along with practical chapters and exercises using open source tools. Part III looks at interactions with smart devices, wearables, and robots, and discusses the role of emotion and personality in the conversational interface. Part IV examines methods for evaluating conversational interfaces and discusses future directions. |
| chatgpt optimizing language models for dialogue pdf: Spoken Dialogue Technology Michael F. McTear, 2011-06-27 Spoken Dialogue Technology provides extensive coverage of spoken dialogue systems, ranging from the theoretical underpinnings of the study of dialogue through to a detailed look at a number of well-established methods and tools for developing spoken dialogue systems. The book enables students and practitioners to design and test dialogue systems using several available development environments and languages, including the CSLU toolkit, VoiceXML, SALT, and XHTML+ voice. This practical orientation is usually available otherwise only in reference manuals supplied with software development kits. The latest research in spoken dialogue systems is presented along with extensive coverage of the most relevant theoretical issues and a critical evaluation of current research prototypes. A dedicated web site containing supplementary materials, code, links to resources will enable readers to develop and test their own systems (). Previously such materials have been difficult to track down, available only on a range of disparate web sites and this web site provides a unique and useful reference source which will prove invaluable. |
| chatgpt optimizing language models for dialogue pdf: Conversational AI Michael McTear, 2020-10-30 This book provides a comprehensive introduction to Conversational AI. While the idea of interacting with a computer using voice or text goes back a long way, it is only in recent years that this idea has become a reality with the emergence of digital personal assistants, smart speakers, and chatbots. Advances in AI, particularly in deep learning, along with the availability of massive computing power and vast amounts of data, have led to a new generation of dialogue systems and conversational interfaces. Current research in Conversational AI focuses mainly on the application of machine learning and statistical data-driven approaches to the development of dialogue systems. However, it is important to be aware of previous achievements in dialogue technology and to consider to what extent they might be relevant to current research and development. Three main approaches to the development of dialogue systems are reviewed: rule-based systems that are handcrafted using best practice guidelines; statistical data-driven systems based on machine learning; and neural dialogue systems based on end-to-end learning. Evaluating the performance and usability of dialogue systems has become an important topic in its own right, and a variety of evaluation metrics and frameworks are described. Finally, a number of challenges for future research are considered, including: multimodality in dialogue systems, visual dialogue; data efficient dialogue model learning; using knowledge graphs; discourse and dialogue phenomena; hybrid approaches to dialogue systems development; dialogue with social robots and in the Internet of Things; and social and ethical issues. |
| chatgpt optimizing language models for dialogue pdf: Aum Golly: Poems on Humanity by an Artificial Intelligence Gpt- Ai, Jukka Aalho, 2021-10-09 What does AI know about love, happiness and making a difference? Aum Golly is a book of poems written in 24 hours. It was made possible by GPT-3 - an advanced autoregressive language model published in 2020 by OpenAI. ... a collection that surprises with humor and delicateness... - Goodreads review ... I have to say reading it was a pleasure... - Finnish radio host Ruben Stiller on Yle ... a beautiful dialogue between man and machine... - a review of the Finnish audiobook The deep learning model can generate text that is virtually indistinguishable from text written by humans: poems, recipes, summaries, legal text and even pieces of code. GPT-3 is autofill on steroids. Good poetry makes us feel something and see the world differently. Despite the gut reaction some of us may have towards AI-enhanced creativity, Aum Golly is a book like any other. You will love some of the poems. You will hate others. Some will make you wonder, but all of them will make you think. Award-winning writer and TEDx speaker Jukka Aalho has guided the AI and chosen the poems for the collection. |
| chatgpt optimizing language models for dialogue pdf: Neural Approaches to Conversational AI: Question Answering, Task-Oriented Dialogues and Social Chatbots Jianfeng Gao, Michel Galley, Lihong Li, 2019-02-21 This monograph is the first survey of neural approaches to conversational AI that targets Natural Language Processing and Information Retrieval audiences. It provides a comprehensive survey of the neural approaches to conversational AI that have been developed in the last few years, covering QA, task-oriented and social bots with a unified view of optimal decision making.The authors draw connections between modern neural approaches and traditional approaches, allowing readers to better understand why and how the research has evolved and to shed light on how they can move forward. They also present state-of-the-art approaches to training dialogue agents using both supervised and reinforcement learning. Finally, the authors sketch out the landscape of conversational systems developed in the research community and released in industry, demonstrating via case studies the progress that has been made and the challenges that are still being faced.Neural Approaches to Conversational AI is a valuable resource for students, researchers, and software developers. It provides a unified view, as well as a detailed presentation of the important ideas and insights needed to understand and create modern dialogue agents that will be instrumental to making world knowledge and services accessible to millions of users in ways that seem natural and intuitive. |
| chatgpt optimizing language models for dialogue pdf: AI and education Miao, Fengchun, Holmes, Wayne, Ronghuai Huang, Hui Zhang, UNESCO, 2021-04-08 Artificial Intelligence (AI) has the potential to address some of the biggest challenges in education today, innovate teaching and learning practices, and ultimately accelerate the progress towards SDG 4. However, these rapid technological developments inevitably bring multiple risks and challenges, which have so far outpaced policy debates and regulatory frameworks. This publication offers guidance for policy-makers on how best to leverage the opportunities and address the risks, presented by the growing connection between AI and education. It starts with the essentials of AI: definitions, techniques and technologies. It continues with a detailed analysis of the emerging trends and implications of AI for teaching and learning, including how we can ensure the ethical, inclusive and equitable use of AI in education, how education can prepare humans to live and work with AI, and how AI can be applied to enhance education. It finally introduces the challenges of harnessing AI to achieve SDG 4 and offers concrete actionable recommendations for policy-makers to plan policies and programmes for local contexts. [Publisher summary, ed] |
| chatgpt optimizing language models for dialogue pdf: Dialogue and the Development of Children's Thinking Neil Mercer, Karen Littleton, 2007-06-22 This book draws on extensive research to provide a ground-breaking new account of the relationship between dialogue and children’s learning development. It closely relates the research findings to real-life classrooms, so that it is of practical value to teachers and students concerned that their children are offered the best possible learning opportunities. The authors provide a clear, accessible and well-illustrated case for the importance of dialogue in children's intellectual development and support this with a new and more educationally relevant version of socio-cultural theory, which explains the fascinating relationship between dialogues and learning. In educational terms, a sociocultural theory that relates social, cultural and historical processes, interpersonal communication and applied linguistics, is an ideal way of explaining how school experience helps children learn and develop. By using evidence of how the collective construction of knowledge is achieved and how engagement in dialogues shapes children's educational progress and intellectual development, the authors provide a text which is essential for educational researchers, postgraduate students of education and teachers, and is also of interest to many psychologists and applied linguists. |
| chatgpt optimizing language models for dialogue pdf: Dive Into Deep Learning Joanne Quinn, Joanne McEachen, Michael Fullan, Mag Gardner, Max Drummy, 2019-07-15 The leading experts in system change and learning, with their school-based partners around the world, have created this essential companion to their runaway best-seller, Deep Learning: Engage the World Change the World. This hands-on guide provides a roadmap for building capacity in teachers, schools, districts, and systems to design deep learning, measure progress, and assess conditions needed to activate and sustain innovation. Dive Into Deep Learning: Tools for Engagement is rich with resources educators need to construct and drive meaningful deep learning experiences in order to develop the kind of mindset and know-how that is crucial to becoming a problem-solving change agent in our global society. Designed in full color, this easy-to-use guide is loaded with tools, tips, protocols, and real-world examples. It includes: • A framework for deep learning that provides a pathway to develop the six global competencies needed to flourish in a complex world — character, citizenship, collaboration, communication, creativity, and critical thinking. • Learning progressions to help educators analyze student work and measure progress. • Learning design rubrics, templates and examples for incorporating the four elements of learning design: learning partnerships, pedagogical practices, learning environments, and leveraging digital. • Conditions rubrics, teacher self-assessment tools, and planning guides to help educators build, mobilize, and sustain deep learning in schools and districts. Learn about, improve, and expand your world of learning. Put the joy back into learning for students and adults alike. Dive into deep learning to create learning experiences that give purpose, unleash student potential, and transform not only learning, but life itself. |
| chatgpt optimizing language models for dialogue pdf: Management Information Systems Kenneth C. Laudon, Jane Price Laudon, 2004 Management Information Systems provides comprehensive and integrative coverage of essential new technologies, information system applications, and their impact on business models and managerial decision-making in an exciting and interactive manner. The twelfth edition focuses on the major changes that have been made in information technology over the past two years, and includes new opening, closing, and Interactive Session cases. |
| chatgpt optimizing language models for dialogue pdf: Conversational AI Andrew Freed, 2021-10-12 Design, develop, and deploy human-like AI solutions that chat with your customers, solve their problems, and streamline your support services. In Conversational AI, you will learn how to: Pick the right AI assistant type and channel for your needs Write dialog with intentional tone and specificity Train your AI’s classifier from the ground up Create question-and-direct-response AI assistants Design and optimize a process flow for web and voice Test your assistant’s accuracy and plan out improvements Conversational AI: Chatbots that work teaches you to create the kind of AI-enabled assistants that are revolutionizing the customer service industry. You’ll learn to build effective conversational AI that can automate common inquiries and easily address your customers' most common problems. This engaging and entertaining book delivers the essential technical and creative skills for designing successful AI solutions, from coding process flows and training machine learning, to improving your written dialog. Purchase of the print book includes a free eBook in PDF, Kindle, and ePub formats from Manning Publications. About the technology Create AI-driven chatbots and other intelligent agents that humans actually enjoy talking to! Adding intelligence to automated response systems saves time and money for you and your customers. Conversational AI systems excel at routine tasks such as answering common questions, classifying issues, and routing customers to the appropriate human staff. This book will show you how to build effective, production-ready AI assistants. About the book Conversational AI is a guide to creating AI-driven voice and text agents for customer support and other conversational tasks. This practical and entertaining book combines design theory with techniques for building and training AI systems. In it, you’ll learn how to find training data, assess performance, and write dialog that sounds human. You’ll go from building simple chatbots to designing the voice assistant for a complete call center. What's inside Pick the right AI for your needs Train your AI classifier Create question-and-direct-response assistants Design and optimize a process flow About the reader For software developers. Examples use Watson Assistant and Python. About the author Andrew R. Freed is a Master Inventor and Senior Technical Staff Member at IBM. He has worked in AI solutions since 2012. Table of Contents PART 1 FOUNDATIONS 1 Introduction to conversational AI 2 Building your first conversational AI PART 2 DESIGNING FOR SUCCESS 3 Designing effective processes 4 Designing effective dialogue 5 Building a successful AI assistant PART 3 TRAINING AND TESTING 6 Training your assistant 7 How accurate is your assistant? 8 Testing your dialogue flows PART 4 MAINTENANCE 9 Deployment and management 10 Improving your assistant PART 5 ADVANCED/OPTIONAL TOPICS 11 Building your own classifier 12 Additional training for voice assistants |
| chatgpt optimizing language models for dialogue pdf: Artificial Intelligence Jude Hemanth, Thushari Silva, Asoka Karunananda, 2019-07-04 This book constitutes the refereed proceedings of the Second International Conference, SLAAI-ICAI 2018, held in Moratuwa, Sri Lanka, in December 2018. The 32 revised full papers presented were carefully reviewed and selected from numerous submissions. The papers are organized in the following topical sections: intelligence systems; neural networks; game theory; ontology engineering; natural language processing; agent based system; signal and image processing. |
| chatgpt optimizing language models for dialogue pdf: Web, Artificial Intelligence and Network Applications Leonard Barolli, Makoto Takizawa, Fatos Xhafa, Tomoya Enokido, 2019-03-14 The aim of the book is to provide latest research findings, innovative research results, methods and development techniques from both theoretical and practical perspectives related to the emerging areas of Web Computing, Intelligent Systems and Internet Computing. As the Web has become a major source of information, techniques and methodologies that extract quality information are of paramount importance for many Web and Internet applications. Data mining and knowledge discovery play key roles in many of today’s prominent Web applications such as e-commerce and computer security. Moreover, the outcome of Web services delivers a new platform for enabling service-oriented systems. The emergence of large scale distributed computing paradigms, such as Cloud Computing and Mobile Computing Systems, has opened many opportunities for collaboration services, which are at the core of any Information System. Artificial Intelligence (AI) is an area of computer science that build intelligent systems and algorithms that work and react like humans. The AI techniques and computational intelligence are powerful tools for learning, adaptation, reasoning and planning. They have the potential to become enabling technologies for the future intelligent networks. Recent research in the field of intelligent systems, robotics, neuroscience, artificial intelligence and cognitive sciences are very important for the future development and innovation of Web and Internet applications. |
| chatgpt optimizing language models for dialogue pdf: Conversational AI with Rasa Xiaoquan Kong, Guan Wang, Alan Nichol, 2021-10-08 Create next-level AI assistants and transform how customers communicate with businesses with the power of natural language understanding and dialogue management using Rasa Key FeaturesUnderstand the architecture and put the underlying principles of the Rasa framework to practiceLearn how to quickly build different types of chatbots such as task-oriented, FAQ-like, and knowledge graph-based chatbotsExplore best practices for working with Rasa and its debugging and optimizing aspectsBook Description The Rasa framework enables developers to create industrial-strength chatbots using state-of-the-art natural language processing (NLP) and machine learning technologies quickly, all in open source. Conversational AI with Rasa starts by showing you how the two main components at the heart of Rasa work – Rasa NLU (natural language understanding) and Rasa Core. You'll then learn how to build, configure, train, and serve different types of chatbots from scratch by using the Rasa ecosystem. As you advance, you'll use form-based dialogue management, work with the response selector for chitchat and FAQ-like dialogs, make use of knowledge base actions to answer questions for dynamic queries, and much more. Furthermore, you'll understand how to customize the Rasa framework, use conversation-driven development patterns and tools to develop chatbots, explore what your bot can do, and easily fix any mistakes it makes by using interactive learning. Finally, you'll get to grips with deploying the Rasa system to a production environment with high performance and high scalability and cover best practices for building an efficient and robust chat system. By the end of this book, you'll be able to build and deploy your own chatbots using Rasa, addressing the common pain points encountered in the chatbot life cycle. What you will learnUse the response selector to handle chitchat and FAQsCreate custom actions using the Rasa SDKTrain Rasa to handle complex named entity recognitionBecome skilled at building custom components in the Rasa frameworkValidate and test dialogs end to end in RasaDevelop and refine a chatbot system by using conversation-driven deployment processingUse TensorBoard for tuning to find the best configuration optionsDebug and optimize dialogue systems based on RasaWho this book is for This book is for NLP professionals as well as machine learning and deep learning practitioners who have knowledge of natural language processing and want to build chatbots with Rasa. Anyone with beginner-level knowledge of NLP and deep learning will be able to get the most out of the book. |
| chatgpt optimizing language models for dialogue pdf: Understanding Digital Marketing Damian Ryan, Calvin Jones, 2012-03-03 Digital marketing now represents 25% of the marketing spend in the UK and this is predicted to move to 50% or higher within the next three years. Understanding Digital Marketing looks at the world of digital marketing: how it got started, how it got to where it is today, and where the thought leaders in the industry believe it is headed in the future. This authoritative title demonstrates how to harness the power of digital media and use it to achieve the utmost success in business, now and in the future.Understanding Digital Marketing deals with every key topic in detail, including:search marketing,social media, Google, mobile marketing, affiliate marketing, e-mail marketing, customer engagement and digital marketing strategies. Essential reading for both practitioners and students alike, and including real-world examples of digital marketing successes and expert opinions, Understanding Digital Marketing provides you with tools to utilize the power of the internet to take your company wherever you want it to go. |
| chatgpt optimizing language models for dialogue pdf: The Global Food Crisis Jennifer Clapp, Marc J. Cohen, 2009-09-30 The global food crisis is a stark reminder of the fragility of the global food system. The Global Food Crisis: Governance Challenges and Opportunities captures the debate about how to go forward and examines the implications of the crisis for food security in the world’s poorest countries, both for the global environment and for the global rules and institutions that govern food and agriculture. In this volume, policy-makers and scholars assess the causes and consequences of the most recent food price volatility and examine the associated governance challenges and opportunities, including short-term emergency responses, the ecological dimensions of the crisis, and the longer-term goal of building sustainable global food systems. The recommendations include vastly increasing public investment in small-farm agriculture; reforming global food aid and food research institutions; establishing fairer international agricultural trade rules; promoting sustainable agricultural methods; placing agriculture higher on the post-Kyoto climate change agenda; revamping biofuel policies; and enhancing international agricultural policy-making. Co-published with the Centre for International Governance Innovation |
| chatgpt optimizing language models for dialogue pdf: Architecting AI Solutions on Salesforce Lars Malmqvist, 2021-11-12 Use Salesforce's out-of-the-box and advanced integration-based AI capabilities to architect modern enterprise solutions on sales, service, marketing, and commerce clouds to drive digital innovation for your clients Key Features: Get up to speed with Salesforce's AI features and capabilities to meet ever-evolving client needs Get expert advice on key architectural decisions and trade-offs when designing AI-driven Salesforce solutions Integrate third-party AI services into applications that modernize your solutions Book Description: The ever-increasing need for designing state-of-the-art solutions using AI features requires a sound understanding of a vast array of AI capabilities that help you to architect modern solutions. Salesforce Einstein is a set of services that allows seamless implementation of advanced artificial intelligence (AI) features while retaining the ability to cater to custom requirements for the business. This book will help you understand the business and technical benefits of building AI solutions and components available in Salesforce. As you work through a case study of a fictional company beginning to adopt AI in its Salesforce ecosystem, you'll learn how to configure and extend the out-of-the-box features on various Salesforce clouds, their pros, cons, and limitations. You'll also discover how to extend these features using on- and off-platform choices and how to make the best architectural choices when designing custom solutions. Later, you'll advance to integrating third-party AI services such as the Google Translation API, Microsoft Cognitive Services, and Amazon SageMaker on top of your existing solutions. This Salesforce book concludes by taking you through key architectural decisions and trade-offs that may impact the design choices you make. By the end of this book, you'll be able to architect Salesforce AI solutions to meet various customer requirements confidently. What You Will Learn: Explore the AI components available in Salesforce and the architectural model for Salesforce Einstein Extend the out-of-the-box features using Einstein Services on major Salesforce clouds Use Einstein declarative features to create your custom solutions with the right approach Architect AI solutions on marketing, commerce, and industry clouds Use Salesforce Einstein Platform Services APIs to create custom AI solutions Integrate third-party AI services such as Microsoft Cognitive Services and Amazon SageMaker into Salesforce Who this book is for: This book is for existing and aspiring technical and functional architects, technical decision-makers working on the Salesforce ecosystem, and those responsible for designing AI solutions in their Salesforce ecosystem. Lead and senior Salesforce developers who want to start their Salesforce architecture journey will also find this book helpful. Working knowledge of the Salesforce platform is necessary to get the most out of this book. |
| chatgpt optimizing language models for dialogue pdf: Guidelines for Public Debt Management -- Amended International Monetary Fund, World Bank, 2003-09-12 NULL |
| chatgpt optimizing language models for dialogue pdf: Cheating Lessons James M. Lang, 2013-09-02 Cheating Lessons is a guide to tackling academic dishonesty at its roots. James Lang analyzes the features of course design and classroom practice that create cheating opportunities, and empowers teachers to build more effective learning environments. Instructors who curb academic dishonesty become better educators in other ways as well. |
| chatgpt optimizing language models for dialogue pdf: Cross-Lingual Word Embeddings Anders Søgaard, Ivan Vulić, Sebastian Ruder, Manaal Faruqui, 2022-05-31 The majority of natural language processing (NLP) is English language processing, and while there is good language technology support for (standard varieties of) English, support for Albanian, Burmese, or Cebuano--and most other languages--remains limited. Being able to bridge this digital divide is important for scientific and democratic reasons but also represents an enormous growth potential. A key challenge for this to happen is learning to align basic meaning-bearing units of different languages. In this book, the authors survey and discuss recent and historical work on supervised and unsupervised learning of such alignments. Specifically, the book focuses on so-called cross-lingual word embeddings. The survey is intended to be systematic, using consistent notation and putting the available methods on comparable form, making it easy to compare wildly different approaches. In so doing, the authors establish previously unreported relations between these methods and are able to present a fast-growing literature in a very compact way. Furthermore, the authors discuss how best to evaluate cross-lingual word embedding methods and survey the resources available for students and researchers interested in this topic. |
| chatgpt optimizing language models for dialogue pdf: Dynamic Syntax Ruth Kempson, Wilfried Meyer-Viol, Dov M. Gabbay, 2000-12-22 This ground-breaking volume sets out an original model of the dynamics of language processing, which can be used to explain the structural properties of language in a simple and elegant way. The model is introduced both informally and formally, and is applied to a range of languages. |
| chatgpt optimizing language models for dialogue pdf: Metaliteracy: Reinventing Information Literacy to Empower Learners Thomas P. Mackey, Trudi E. Jacobson, 2014-04-08 Today’s learners communicate, create, and share information using a range of information technologies such as social media, blogs, microblogs, wikis, mobile devices and apps, virtual worlds, and MOOCs. In Metaliteracy, respected information literacy experts Mackey and Jacobson present a comprehensive structure for information literacy theory that builds on decades of practice while recognizing the knowledge required for an expansive and interactive information environment. The concept of metaliteracy expands the scope of traditional information skills (determine, access, locate, understand, produce, and use information) to include the collaborative production and sharing of information in participatory digital environments (collaborate, produce, and share) prevalent in today’s world. Combining theory and case studies, the authors Show why media literacy, visual literacy, digital literacy, and a host of other specific literacies are critical for informed citizens in the twenty-first centuryOffer a framework for engaging in today’s information environments as active, selfreflective, and critical contributors to these collaborative spacesConnect metaliteracy to such topics as metadata, the Semantic Web, metacognition, open education, distance learning, and digital storytellingThis cutting-edge approach to information literacy will help your students grasp an understanding of the critical thinking and reflection required to engage in technology spaces as savvy producers, collaborators, and sharers. |
| chatgpt optimizing language models for dialogue pdf: Visualizations and Dashboards for Learning Analytics Muhittin Sahin, Dirk Ifenthaler, 2021-12-16 This edited volume fills the gaps in existing literature on visualization and dashboard design for learning analytics. To do so, it presents critical tips to stakeholders and acts as guide to efficient implementation. The book covers the following topics: visualization and dashboard design for learning analytics, visualization and dashboard preferences of stakeholders, learners’ patterns on the dashboard, usability of visualization techniques and the dashboard, dashboard and intervention design, learning and instructional design for learning analytics, privacy and security issues about the dashboard, and future directions of visualization and dashboard design. This book will be of interest to researchers with interest in learning analytics and data analytics, teachers and students in higher education institutions and instructional designers, as it includes contributions from a wide variety of educational and psychological researchers, engineers, instructional designers, learning scientists, and computer scientists interested in learning analytics. |
| chatgpt optimizing language models for dialogue pdf: Technical and Vocational Education and Training in the Philippines in the Age of Industry 4.0 Asian Development Bank, 2021-03-01 New and emerging technologies under Industry 4.0 are rapidly changing the nature of work and demand for skills around the world. Meanwhile, the coronavirus disease (COVID-19) pandemic is causing significant labor market upheavals. In the Philippines, the impacts on economic growth and employment have been highly disruptive. This publication highlights the vital role technical and vocational education and training (TVET) can play in mitigating the negative impacts of these drivers. It assesses what needs to be done to ensure the country's TVET system, and TESDA, the agency responsible for TVET, can meet the challenges and achieve their objectives of a competitive and socially inclusive workforce. |
| chatgpt optimizing language models for dialogue pdf: Dependency Parsing Sandra Kübler, Ryan McDonald, Joakim Nivre, 2009 Dependency-based methods for syntactic parsing have become increasingly popular in natural language processing in recent years. This book gives a thorough introduction to the methods that are most widely used today. After an introduction to dependency grammar and dependency parsing, followed by a formal characterization of the dependency parsing problem, the book surveys the three major classes of parsing models that are in current use: transition-based, graph-based, and grammar-based models. It continues with a chapter on evaluation and one on the comparison of different methods, and it closes with a few words on current trends and future prospects of dependency parsing. The book presupposes a knowledge of basic concepts in linguistics and computer science, as well as some knowledge of parsing methods for constituency-based representations. Table of Contents: Introduction / Dependency Parsing / Transition-Based Parsing / Graph-Based Parsing / Grammar-Based Parsing / Evaluation / Comparison / Final Thoughts |
| chatgpt optimizing language models for dialogue pdf: Advances in Artificial Intelligence Yukio Ohsawa, Katsutoshi Yada, Takayuki Ito, Yasufumi Takama, Eri Sato-Shimokawara, Akinori Abe, Junichiro Mori, Naohiro Matsumura, 2020-02-04 This book presents selected and extended papers from the largest conference on artificial intelligence in Japan, which was expanded into an internationalized event for the first time in 2019: the 33rd Annual Conference of the Japanese Society for Artificial Intelligence (JSAI 2019), held on June 4–June 7, 2019 at TOKI MESSE in Niigata, Japan. The book’s content has been divided into six major sections, on (I) knowledge engineering, (II) agents, (III) education and culture, (IV) natural language processing, (V) machine learning and data mining, and (VI) cyber physics. Given its scope, the book offers a valuable reference guide for professionals, undergraduate and graduate students engaged in disciplines, fields, technologies, or philosophies relevant to AI, e.g., computer/data science, robotics, linguistics, and physics, introducing them to recent advances in this area and discussing the human society of tomorrow. |
| chatgpt optimizing language models for dialogue pdf: The Ethical Algorithm Michael Kearns, Aaron Roth, 2020 Algorithms have made our lives more efficient and entertaining--but not without a significant cost. Can we design a better future, one in which societial gains brought about by technology are balanced with the rights of citizens? The Ethical Algorithm offers a set of principled solutions based on the emerging and exciting science of socially aware algorithm design. |
| chatgpt optimizing language models for dialogue pdf: Linguistics in Philosophy Zeno Vendler, 2019-06-30 This book is a major attempt to reconcile the empirical basis of linguistic science with the a priori nature of philosophical reasoning. Its purpose is to show how the methods and findings of linguistic science, especially of transformational grammar, can be used to cast light upon central problems of analytic philosophy. After dealing with recent objections to the use of linguistic techniques in philosophy, the author shows, with great force and clarity, how these techniques can be applied to such problems as the analysis of singular terms, the concepts of fact, event, and causality, and the meaning of the word good. |
ChatGPT: Optimizing Language Models for Dialogue - GitHub …
“We’ve trained a model called ChatGPT which interacts in a conversational way. The dialogue format makes it possible for ChatGPT to answer followup questions, admit its mistakes, …
for Dialogue Language Models ChatGPT: Optimizing - Tenten
ChatGPT + Midjourney 在這個 ChatGPT + Midjourney V4 Showcase 中， 我們探索了結合兩種革命性技術的力量，從想像中創 造出令人驚嘆的視覺效果。 ChatGPT 提供無與倫比 的準確性， …
Chatgpt Optimizing Language Models For Dialogue (book)
Optimizing language models for dialogue is a complex and evolving field. ChatGPT represents a significant milestone in this area, showcasing the power of advanced techniques such as …
Chatgpt Optimizing Language Models For Dialogue (PDF)
Chatgpt Optimizing Language Models For Dialogue: ChatGPT and Gemini Chat 101: A Beginner's Guide to Language Models M.B. Chatfield, Embark on a journey to explore the fascinating …
Chatgpt Optimizing Language Models For Dialogue [PDF]
Within the pages of "Chatgpt Optimizing Language Models For Dialogue," a mesmerizing literary creation penned by a celebrated wordsmith, readers embark on an enlightening odyssey, …
Chatgpt Optimizing Language Models For Dialogue (2024)
navigate and leverage ChatGPT effectively Chapter Highlights Introduction to ChatGPT Begin your journey by understanding the evolution of AI language models the groundbreaking …
Chatgpt Optimizing Language Models For Dialogue
how to use ChatGPT and Gemini Chat two powerful language models created by OpenAI and Google AI respectively Throughout the guide you will Gain a comprehensive understanding of …
Chatgpt Optimizing Language Models For Dialogue
Unlocking the Full Potential of Large Language Models'. Written with the help of AI and ChatGPT, this book is the ultimate guide to mastering the capabilities and potential of this powerful …
Chatgpt Optimizing Language Models For Dialogue
Generative AI models and AI language models are becoming increasingly popular due to their unparalleled capabilities This book will provide you with insights into the inner workings of the …
Chatgpt Optimizing Language Models For Dialogue Copy
use ChatGPT and Gemini Chat two powerful language models created by OpenAI and Google AI respectively Throughout the guide you will Gain a comprehensive understanding of language …
Chatgpt Optimizing Language Models For Dialogue [PDF]
Unlocking the Full Potential of Large Language Models Written with the help of AI and ChatGPT this book is the ultimate guide to mastering the capabilities and potential of this powerful …
Chatgpt Optimizing Language Models For Dialogue Copy
use ChatGPT and Gemini Chat two powerful language models created by OpenAI and Google AI respectively Throughout the guide you will Gain a comprehensive understanding of language …
Chatgpt Optimizing Language Models For Dialogue
Within the pages of "Chatgpt Optimizing Language Models For Dialogue," an enthralling opus penned by a very acclaimed wordsmith, readers embark on an immersive expedition to unravel …
Chatgpt Optimizing Language Models For Dialogue
how to use ChatGPT and Gemini Chat two powerful language models created by OpenAI and Google AI respectively Throughout the guide you will Gain a comprehensive understanding of …
Chatgpt Optimizing Language Models For Dialogue
Chatgpt Optimizing Language Models For Dialogue : ChatGPT and Gemini Chat 101: A Beginner's Guide to Language Models M.B. Chatfield, Embark on a journey to explore the …
Chatgpt Optimizing Language Models For Dialogue
use ChatGPT and Gemini Chat two powerful language models created by OpenAI and Google AI respectively Throughout the guide you will Gain a comprehensive understanding of language …
Chatgpt Optimizing Language Models For Dialogue
Chatgpt Optimizing Language Models For Dialogue : ChatGPT and Gemini Chat 101: A Beginner's Guide to Language Models M.B. Chatfield, Embark on a journey to explore the …
ChatGPT: Optimizing Language Models for Dialogue
“We’ve trained a model called ChatGPT which interacts in a conversational way. The dialogue format makes it possible for ChatGPT to answer followup questions, admit its mistakes, …
for Dialogue Language Models ChatGPT: Optimizing
ChatGPT + Midjourney 在這個 ChatGPT + Midjourney V4 Showcase 中， 我們探索了結合兩種革命性技術的力量，從想像中創 造出令人驚嘆的視覺效果。 ChatGPT 提供無與倫比 的準確 …
Chatgpt Optimizing Language Models For Dialogue (book)
Optimizing language models for dialogue is a complex and evolving field. ChatGPT represents a significant milestone in this area, showcasing the power of advanced techniques such as …
Chatgpt Optimizing Language Models For Dialogue (PDF)
Chatgpt Optimizing Language Models For Dialogue: ChatGPT and Gemini Chat 101: A Beginner's Guide to Language Models M.B. Chatfield, Embark on a journey to explore the fascinating …
Chatgpt Optimizing Language Models For Dialogue [PDF]
Within the pages of "Chatgpt Optimizing Language Models For Dialogue," a mesmerizing literary creation penned by a celebrated wordsmith, readers embark on an enlightening odyssey, …
Chatgpt Optimizing Language Models For Dialogue (2024)
navigate and leverage ChatGPT effectively Chapter Highlights Introduction to ChatGPT Begin your journey by understanding the evolution of AI language models the groundbreaking …
Chatgpt Optimizing Language Models For Dialogue
how to use ChatGPT and Gemini Chat two powerful language models created by OpenAI and Google AI respectively Throughout the guide you will Gain a comprehensive understanding of …
Chatgpt Optimizing Language Models For Dialogue
Unlocking the Full Potential of Large Language Models'. Written with the help of AI and ChatGPT, this book is the ultimate guide to mastering the capabilities and potential of this powerful …
Chatgpt Optimizing Language Models For Dialogue
Generative AI models and AI language models are becoming increasingly popular due to their unparalleled capabilities This book will provide you with insights into the inner workings of the …
Chatgpt Optimizing Language Models For Dialogue Copy
use ChatGPT and Gemini Chat two powerful language models created by OpenAI and Google AI respectively Throughout the guide you will Gain a comprehensive understanding of language …
Chatgpt Optimizing Language Models For Dialogue [PDF]
Unlocking the Full Potential of Large Language Models Written with the help of AI and ChatGPT this book is the ultimate guide to mastering the capabilities and potential of this powerful …
Chatgpt Optimizing Language Models For Dialogue Copy
use ChatGPT and Gemini Chat two powerful language models created by OpenAI and Google AI respectively Throughout the guide you will Gain a comprehensive understanding of language …
Chatgpt Optimizing Language Models For Dialogue
Within the pages of "Chatgpt Optimizing Language Models For Dialogue," an enthralling opus penned by a very acclaimed wordsmith, readers embark on an immersive expedition to …
Chatgpt Optimizing Language Models For Dialogue
how to use ChatGPT and Gemini Chat two powerful language models created by OpenAI and Google AI respectively Throughout the guide you will Gain a comprehensive understanding of …
Chatgpt Optimizing Language Models For Dialogue
Chatgpt Optimizing Language Models For Dialogue : ChatGPT and Gemini Chat 101: A Beginner's Guide to Language Models M.B. Chatfield, Embark on a journey to explore the …
Chatgpt Optimizing Language Models For Dialogue
use ChatGPT and Gemini Chat two powerful language models created by OpenAI and Google AI respectively Throughout the guide you will Gain a comprehensive understanding of language …
Chatgpt Optimizing Language Models For Dialogue
Chatgpt Optimizing Language Models For Dialogue : ChatGPT and Gemini Chat 101: A Beginner's Guide to Language Models M.B. Chatfield, Embark on a journey to explore the …
