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【书名】：Introduction to Digital Humanities: Enhancing Scholarship with the Use of Technology

【作者】：Kathryn C. Wymer

【年份】：2021年

【出版社】：Routledge出版社

【简介】：关于当下很火的数字人文主题的一本书

This book is a holistic exploration of personal pronouns in English and their development. In conversational prose and drawing on linguistic and psychological research, Helene Seltzer Krauthamer gives an overview of what pronouns are, why they are problematic, what they reveal about us, how they can be used effectively, where they came from, and where they are going. Assuming no specialized knowledge and with helpful real-world exercises at the end of each chapter, the book aids growth and inspires thought in students and other readers, spelling out the implications of these changes for teachers, writers, and all who write or speak in English.

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【书名】：Statistical Universals of Language: Mathematical Chance vs. Human Choice

【作者】：Kumiko Tanaka-Ishii

【年份】：2021年

【出版社】：Springer出版社

【简介】：This volume explores the universal mathematical properties underlying big language data and possible reasons why such properties exist, revealing how we may be unconsciously mathematical in our language use. These properties are statistical and thus different from linguistic universals that contribute to describing the variation of human languages, and they can only be identified over a large accumulation of usages. The book provides an overview of state-of-the art findings on these statistical universals and reconsiders the nature of language accordingly, with Zipf's law as a well-known example. The main focus of the book further lies in explaining the property of long memory, which was discovered and studied more recently by borrowing concepts from complex systems theory. The statistical universals not only possibly lie as the precursor of language system formation, but they also highlight the qualities of language that remain weak points in today's machine learning. In summary, this book provides an overview of language's global properties. It will be of interest to anyone engaged in fields related to language and computing or statistical analysis methods, with an emphasis on researchers and students in computational linguistics and natural language processing. While the book does apply mathematical concepts, all possible effort has been made to speak to a non-mathematical audience as well by communicating mathematical content intuitively, with concise examples taken from real texts.

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