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This comprehensive reference work provides an overview of the concepts, methodologies, and applications in computational linguistics and natural language processing (NLP). Features contributions by the top researchers in the field, reflecting the work that is driving the discipline forward Includes an introduction to the major theoretical issues in these fields, as well as the central engineering applications that the work has produced Presents the major developments in an accessible way, explaining the close connection between scientific understanding of the computational properties of natural language and the creation of effective language technologies Serves as an invaluable state-of-the-art reference source for computational linguists and software engineers developing NLP applications in industrial research and development labs of software companies
Dealing with information is one of the vital skills in the 21st century. It takes a fair degree of information savvy to create, represent and supply information as well as to search for and retrieve relevant knowledge. How does information (documents, pieces of knowledge) have to be organized in order to be retrievable? What role does metadata play? What are search engines on the Web, or in corporate intranets, and how do they work? How must one deal with natural language processing and tools of knowledge organization, such as thesauri, classification systems, and ontologies? How useful is social tagging? How valuable are intellectually created abstracts and automatically prepared extracts? Which empirical methods allow for user research and which for the evaluation of information systems? This Handbook is a basic work of information science, providing a comprehensive overview of the current state of information retrieval and knowledge representation. It addresses readers from all professions and scientific disciplines, but particularly scholars, practitioners and students of Information Science, Library Science, Computer Science, Information Management, and Knowledge Management. This Handbook is a suitable reference work for Public and Academic Libraries.
How do hearers manage to understand speakers? And how do speakers manage to shape hearers' understanding? Lepore and Stone show that standard views about the workings of semantics and pragmatics are unsatisfactory. They advance an alternative view which better captures what is going on in linguistic communication.
This book shows ways of augmenting the capabilities of Natural Language Processing (NLP) systems by means of cognitive-mode language processing. The authors employ eye-tracking technology to record and analyze shallow cognitive information in the form of gaze patterns of readers/annotators who perform language processing tasks. The insights gained from such measures are subsequently translated into systems that help us (1) assess the actual cognitive load in text annotation, with resulting increase in human text-annotation efficiency, and (2) extract cognitive features that, when added to traditional features, can improve the accuracy of text classifiers. In sum, the authors’ work successfully demonstrates that cognitive information gleaned from human eye-movement data can benefit modern NLP. Currently available Natural Language Processing (NLP) systems are weak AI systems: they seek to capture the functionality of human language processing, without worrying about how this processing is realized in human beings’ hardware. In other words, these systems are oblivious to the actual cognitive processes involved in human language processing. This ignorance, however, is NOT bliss! The accuracy figures of all non-toy NLP systems saturate beyond a certain point, making it abundantly clear that “something different should be done.”
The fascinating, untold story of how the Chinese language overcame unparalleled challenges and revolutionized the world of computing. A standard QWERTY keyboard has a few dozen keys. How can Chinese—a language with tens of thousands of characters and no alphabet—be input on such a device? In The Chinese Computer, Thomas S. Mullaney sets out to resolve this paradox, and in doing so, discovers that the key to this seemingly impossible riddle has given rise to a new epoch in the history of writing—a form of writing he calls “hypography.” Based on fifteen years of research, this pathbreaking history of the Chinese language charts the beginnings of electronic Chinese technology in the wake of World War II up through to its many iterations in the present day. Mullaney takes the reader back through the history and evolution of Chinese language computing technology, showing the development of electronic Chinese input methods—software programs that enable Chinese characters to be produced using alphanumeric symbols—and the profound impact they have had on the way Chinese is written. Along the way, Mullaney introduces a cast of brilliant and eccentric personalities drawn from the ranks of IBM, MIT, the CIA, the Pentagon, the Taiwanese military, and the highest rungs of mainland Chinese establishment, to name a few, and the unexpected roles they played in developing Chinese language computing. Finally, he shows how China and the non-Western world—because of the hypographic technologies they had to invent in order to join the personal computing revolution—“saved” the Western computer from its deep biases, enabling it to achieve a meaningful presence in markets outside of the Americas and Europe. An eminently engaging and artfully told history, The Chinese Computer is a must-read for anyone interested in how culture informs computing and how computing, in turn, shapes culture.
Discusses the differences between "open" and "closed" texts, or, texts that actively involve the reader and texts that evoke a limited, predetermined response from the reader. -- Back cover.
This book constitutes the refereed proceedings of the 20th International Workshop on Combinatorial Image Analysis, IWCIA 2020, held in Novi Sad, Serbia, in July 2020. The 20 full papers presented were carefully reviewed and selected from 23 submissions. The papers are grouped into two sections. The first one includes twelve papers devoted to theoretical foundations of combinatorial image analysis, including digital geometry and topology, array grammars, picture languages, digital tomography, and other technical tools for image analysis. The second part includes eight papers presenting application-driven research on topics such as image repairing, annotation of images, image reconstruction, forgery detection, and dealing with noise in images.
This volume is a collection of 12 papers which originated from a research project on 'Europe and the Mediterranean from a linguistic point of view: history and prospects'. The papers deal with specific morphosyntactic aspects of language structure and evolution. The comparative perspective is adopted both from a synchronic (typological) and a diachronic (historical) angle, focusing in particular on possible contact phenomena. Therefore, methodological key words of this book are areal typology and linguistic area. The issues addressed cover such diverse aspects of language structure and change as verb morphology, relative clause formation, Noun Phrase determination, demonstrative systems, possessive markers in Noun Phrases, conjunctive, disjunctive and adversative constructions, non-canonical object marking, impersonal constructions, reduplication and early translations of the Gospels. These topics are discussed particularly in relation to Romance, Germanic, Celtic and Semitic languages, both modern and ancient. This book will interest researchers in typological, historical, functional and general linguistics.