Cognitive Approach to Natural Language Processing
暫譯: 認知方法於自然語言處理

Sharp, Bernadette, Sedes, Florence, Lubaszewski, Wieslaw

  • 出版商: Iste Press - Elsevier
  • 出版日期: 2017-05-23
  • 定價: $4,250
  • 售價: 8.5$3,613
  • 語言: 英文
  • 頁數: 234
  • 裝訂: Hardcover - also called cloth, retail trade, or trade
  • ISBN: 178548253X
  • ISBN-13: 9781785482533
  • 相關分類: Text-mining
  • 相關翻譯: 自然語言處理的認知方法 (簡中版)
  • 立即出貨 (庫存 < 3)

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商品描述

As natural language processing spans many different disciplines, it is sometimes difficult to understand the contributions and the challenges that each of them presents. This book explores the special relationship between natural language processing and cognitive science, and the contribution of computer science to these two fields. It is based on the recent research papers submitted at the international workshops of Natural Language and Cognitive Science (NLPCS) which was launched in 2004 in an effort to bring together natural language researchers, computer scientists, and cognitive and linguistic scientists to collaborate together and advance research in natural language processing. The chapters cover areas related to language understanding, language generation, word association, word sense disambiguation, word predictability, text production and authorship attribution. This book will be relevant to students and researchers interested in the interdisciplinary nature of language processing.

  • Discusses the problems and issues that researchers face, providing an opportunity for developers of NLP systems to learn from cognitive scientists, cognitive linguistics and neurolinguistics
  • Provides a valuable opportunity to link the study of natural language processing to the understanding of the cognitive processes of the brain

商品描述(中文翻譯)

自然語言處理涵蓋了許多不同的學科,因此有時很難理解每個學科所帶來的貢獻和挑戰。本書探討了自然語言處理與認知科學之間的特殊關係,以及計算機科學對這兩個領域的貢獻。內容基於2004年啟動的國際自然語言與認知科學研討會(Natural Language and Cognitive Science, NLPCS)提交的最新研究論文,旨在促進自然語言研究者、計算機科學家以及認知和語言科學家之間的合作,推進自然語言處理的研究。各章節涵蓋與語言理解、語言生成、詞彙聯想、詞義消歧、詞彙可預測性、文本生成和作者歸屬等相關的領域。本書對於對語言處理的跨學科特性感興趣的學生和研究人員具有重要意義。

- 討論研究人員面臨的問題和挑戰,為自然語言處理系統的開發者提供向認知科學家、認知語言學和神經語言學學習的機會
- 提供了一個寶貴的機會,將自然語言處理的研究與對大腦認知過程的理解聯繫起來

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