{"product_id":"machine-learning-in-translation-9781032323800","title":"Machine Learning in Translation","description":"\u003cp\u003e\u003c\/p\u003e\u003cblockquote\u003e\n\u003cbr\u003eMachine Learning in Translation explores the intersection of human and machine learning in translation, highlighting the role of data, key tasks, and human-centered machine learning in empowering translators with ML knowledge and designing human-centered ML-driven translation workflows. \u003c\/blockquote\u003e\u003cp\u003e\u003cstrong\u003eFormat\u003c\/strong\u003e: Paperback \/ softback\u003cbr\u003e\u003cstrong\u003eLength\u003c\/strong\u003e: 206 pages\u003cbr\u003e\u003cstrong\u003ePublication date\u003c\/strong\u003e: 12 April 2023\u003cbr\u003e\u003cstrong\u003ePublisher\u003c\/strong\u003e: Taylor \u0026amp; Francis Ltd\u003cbr\u003e\u003c\/p\u003e \u003cp\u003e\u003cbr\u003eMachine Learning in Translation delves into the realm of machine learning (ML) and its profound implications for translation processes, approaching the topic from a human-centric perspective. It emphasizes that ML and ML-driven technologies serve as valuable tools for humans, enabling them to enhance their translation capabilities. By exploring the common ground between human and machine learning, the book aims to help linguists, translators, and localizers uncover their unique value in a ML-driven translation environment.\u003cbr\u003e\u003cbr\u003eIn Part One, the book delves into the diverse approaches taken by humans and machines when addressing the challenges of translation. It examines word embeddings, chunking of larger meaning units, and prediction in translation based on broader contextual information. This section sheds light on the unique ways in which humans and machines perceive and interpret language, paving the way for a deeper understanding of the translation process.\u003cbr\u003e\u003cbr\u003ePart Two introduces key tasks and applications of ML in translation. It covers machine translation, translation quality assessment, and quality estimation, among other Natural Language Processing (NLP) tasks. The book provides a comprehensive overview of these tasks, highlighting their significance in improving translation quality and efficiency.\u003cbr\u003e\u003cbr\u003ePart Three focuses on the role of data in both human and machine learning processes. It argues that translators possess a unique value in creating, managing, and leveraging language data for various ML tasks within the translation process. It outlines the knowledge and skills that translators need to acquire to thrive in the machine learning era, emphasizing the importance of integrating ML into traditional translation education.\u003cbr\u003e\u003cbr\u003eThe book concludes with a discussion of human-centered machine learning in translation. It emphasizes the need to empower translators with ML knowledge by fostering communication with ML users, developers, and programmers. It also highlights opportunities for continuous learning and skill development to stay abreast of the rapidly evolving ML landscape.\u003cbr\u003e\u003cbr\u003eDesigned with accessibility in mind, Machine Learning in Translation is an invaluable guide for current and aspiring users of ML technologies in localization workflows. It serves as a comprehensive resource for students enrolled in courses related to translation, localization, language technology, and other related fields. By embracing the power of ML, translators and localizers can unlock new avenues for enhancing their translation proficiency and contributing to the global communication landscape.\u003c\/p\u003e\u003cp\u003e\u003cstrong\u003eWeight\u003c\/strong\u003e: 346g\u003cbr\u003e\u003cstrong\u003eDimension\u003c\/strong\u003e: 155 x 234 x 15 (mm)\u003cbr\u003e\u003cstrong\u003eISBN-13\u003c\/strong\u003e: 9781032323800\u003c\/p\u003e","brand":"Peng Wang,David B. Sawyer","offers":[{"title":"Paperback \/ softback","offer_id":44172518097146,"sku":"9781032323800","price":36.16,"currency_code":"GBP","in_stock":false}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0522\/4297\/2845\/products\/1681482649527_book.jpg?v=1681590132","url":"https:\/\/shulphink.com\/products\/machine-learning-in-translation-9781032323800","provider":"Shulph Ink","version":"1.0","type":"link"}