| 書目名稱 | Formal Analysis for Natural Language Processing: A Handbook | | 編輯 | Zhiwei Feng | | 視頻video | http://file.papertrans.cn/346/345633/345633.mp4 | | 概述 | Reviews theories of natural language processing in simple language with living examples.Illustrates the implementation of formal analysis methods in natural language processing.Blends insights from li | | 圖書封面 |  | | 描述 | .The field of natural language processing (NLP) is one of the most important and useful application areas of artificial intelligence. NLP is now rapidly evolving, as new methods and toolsets converge with an ever-expanding wealth of available data. This state-of-the-art handbook addresses all aspects of formal analysis for natural language processing. Following a review of the field’s history, it systematically introduces readers to the rule-based model, statistical model, neural network model, and pre-training model in natural language processing.?..At a time characterized by the steady and vigorous growth of natural language processing, this handbook provides a highly accessible introduction and much-needed reference guide to both the theory and method of NLP. It can be used for individual study, as the textbook for courses on natural language processing or computational linguistics, or as a supplement to courses on artificial intelligence, and offers a valuable asset for researchers, practitioners, lecturers, graduate and undergraduate students alike.. | | 出版日期 | Book 2023 | | 關(guān)鍵詞 | Natural Language Processing; Formal Analysis; Probabilistic Grammar; Neural Network; Deep Learning; Machi | | 版次 | 1 | | doi | https://doi.org/10.1007/978-981-16-5172-4 | | isbn_softcover | 978-981-16-5174-8 | | isbn_ebook | 978-981-16-5172-4 | | copyright | Springer Nature Singapore Pte Ltd. 2023 |
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