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Representation Learning for Natural Language Processing
This open access book provides an overview of the recent advances in representation learning theory, algorithms and applications for natural language processing (NLP). It is divided into three parts. Part I presents the representation learning techniques for multiple language entries, including words, phrases, sentences and documents. Part II then introduces the representation techniques for those objects that are closely related to NLP, including entity-based world knowledge, sememe-based linguistic knowledge, networks, and cross-modal entries. Lastly, Part III provides open resource tools for representation learning techniques, and discusses the remaining challenges and future research directions. The theories and algorithms of representation learning presented can also benefit other related domains such as machine learning, social network analysis, semantic Web, information retrieval, data mining and computational biology. This book is intended for advanced undergraduate and graduate students, post-doctoral fellows, researchers, lecturers, and industrial engineers, as well as anyone interested in representation learning and natural language processing.
Natural Language Processing for Social Media, Third Edition
In recent years, online social networking has revolutionized interpersonal communication. The newer research on language analysis in social media has been increasingly focusing on the latter's impact on our daily lives, both on a personal and a professional level. Natural language processing (NLP) is one of the most promising avenues for social media data processing. It is a scientific challenge to develop powerful methods and algorithms that extract relevant information from a large volume of data coming from multiple sources and languages in various formats or in free form. This book will discuss the challenges in analyzing social media texts in contrast with traditional documents. Researc...
Communications, Signal Processing, and Systems
This book brings together papers presented at the 2021 International Conference on Communications, Signal Processing, and Systems, which provides a venue to disseminate the latest developments and to discuss the interactions and links between these multidisciplinary fields. Spanning topics ranging from communications, signal processing and systems, this book is aimed at undergraduate and graduate students in Electrical Engineering, Computer Science and Mathematics, researchers and engineers from academia and industry as well as government employees (such as NSF, DOD and DOE).
Natural Language Processing for Social Media, Second Edition
In recent years, online social networking has revolutionized interpersonal communication. The newer research on language analysis in social media has been increasingly focusing on the latter's impact on our daily lives, both on a personal and a professional level. Natural language processing (NLP) is one of the most promising avenues for social media data processing. It is a scientific challenge to develop powerful methods and algorithms which extract relevant information from a large volume of data coming from multiple sources and languages in various formats or in free form. We discuss the challenges in analyzing social media texts in contrast with traditional documents. Research methods i...
The Chinese Filmography
From A to Z, Abandon Superstitions (1958; Po Chu Mi Xing in Chinese) to Zuo Wenjun and Sima Xiangru (1984; Zuo Wen Jun Ahe Si Ma Xiang Ru), this comprehensive reference work provides filmographic data on 2,444 Chinese features released since the formation of the People's Republic of China. The films reflect the shifting dynamics of the Chinese film industry, from sweeping epics to unabashedly political docudramas, although straight documentaries are excluded from the current work. The entries include the title in English, the Chinese title (in Pinyin romanization with each syllable noted separately for clarity), year of release, studio, technical information (e.g., black and white or color, letterboxed or widescreen), length, technical credits, literary source (when applicable), cast, plot summary, and awards won.
Health Web Science
This book introduces the field of Health Web Science and presents methods for information gathering from written social media data. It explores the availability and utility of the personal medical information shared on social media platforms and determines ways to apply this largely untapped information source to healthcare systems and public health monitoring. Introducing an innovative concept for integrating social media data with clinical data, it addresses the crucial aspect of combining experiential data from social media with clinical evidence, and explores how the variety of available social media content can be analyzed and implemented. The book tackles a range of topics including so...
Eighteen Layers of Hell
British journalist Saunders draws from interviews with former Chinese prisoners, including the celebrity Harry Wu who inspired the book, and from written accounts to recreate the day-to-day experience and engender outrage in readers. Among her chapter titles are No Day or Night, the State as Psychopath, Return from Hell, A Dream of Democracy, Getting Used to Surviving, Sexual Reform and the Pseudo- Boys, the Dream of Gold, and The Earth on the Other Side of the World. Distributed by Books International. Annotation copyrighted by Book News, Inc., Portland, OR
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