Memory-Based Language Processing (Paperback)
暫譯: 基於記憶的語言處理 (平裝本)

Walter Daelemans, Antal van den Bosch

  • 出版商: Cambridge
  • 出版日期: 2009-06-25
  • 定價: $1,840
  • 售價: 9.0$1,656
  • 語言: 英文
  • 頁數: 200
  • 裝訂: Paperback
  • ISBN: 0521114454
  • ISBN-13: 9780521114455
  • 相關分類: 人工智慧Machine Learning
  • 立即出貨 (庫存=1)

相關主題

商品描述

Memory-based language processing--a machine learning and problem solving method for language technology--is based on the idea that the direct re-use of examples using analogical reasoning is more suited for solving language processing problems than the application of rules extracted from those examples. This book discusses the theory and practice of memory-based language processing, showing its comparative strengths over alternative methods of language modelling. Language is complex, with few generalizations, many sub-regularities and exceptions, and the advantage of memory-based language processing is that it does not abstract away from this valuable low-frequency information.

商品描述(中文翻譯)

基於記憶的語言處理——一種用於語言技術的機器學習和問題解決方法——基於這樣的理念:直接重用使用類比推理的範例,比從這些範例中提取的規則更適合解決語言處理問題。本書討論了基於記憶的語言處理的理論和實踐,展示了其相較於其他語言建模方法的優勢。語言是複雜的,幾乎沒有普遍化的規則,存在許多次正規性和例外,而基於記憶的語言處理的優勢在於它不會忽略這些有價值的低頻信息。