{"product_id":"lifelong-and-continual-learning-dialogue-systems-9783031481888","title":"Lifelong and Continual Learning Dialogue Systems","description":"\u003cp\u003e • Author(s): Sahisnu Mazumder\u003cbr\u003e • Publisher: Springer\u003cbr\u003e • Publisher Imprint: Springer\u003cbr\u003e • BISAC: Speech \u0026amp; Audio Processing\u003c\/p\u003e\u003cp\u003e\u003c\/p\u003e\u003cp\u003e\u003cb\u003eFrom the Back Cover\u003c\/b\u003e\u003cbr\u003e\u003c\/p\u003e\u003cp\u003eThis book introduces the new paradigm of lifelong and continual learning dialogue systems to endow dialogue systems with the ability to learn continually by themselves through their own self-initiated interactions with their users and the working environments. The authors present the latest developments and techniques for building such continual learning dialogue systems. The book explains how these developments allow systems to continuously learn new language expressions, lexical and factual knowledge, and conversational skills through interactions and dialogues. Additionally, the book covers techniques to acquire new training examples for learning new tasks during the conversation. The book also reviews existing work on lifelong learning and discusses areas for future research.\u003c\/p\u003e\u003cul\u003e\n\u003cli\u003eProvides background on the categories of dialogue systems, including their problems and weaknesses\u003cbr\u003e\n\u003c\/li\u003e\n\u003cli\u003eProvides a framework for open-world continual learning and explains how it can be used to improve dialogue systems\u003cbr\u003e\n\u003c\/li\u003e\n\u003cli\u003eFocuses on how lifelong learning dialogue systems can be built and deployed for practical applications\u003cbr\u003e\n\u003c\/li\u003e\n\u003c\/ul\u003e \u003cp\u003e\u003c\/p\u003e","brand":"Springer","offers":[{"title":"Hardcover","offer_id":45276039807127,"sku":"9783031481888","price":2907.0,"currency_code":"INR","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0666\/3471\/1191\/files\/9783031481888.webp?v=1769284552","url":"https:\/\/atlanticbooks.com\/products\/lifelong-and-continual-learning-dialogue-systems-9783031481888","provider":"Atlantic Books","version":"1.0","type":"link"}