Formal Analysis for Natural Language Processing: A Handbook
暫譯: 自然語言處理的形式分析：手冊
Zhiwei Feng
- 出版商: Springer
- 出版日期: 2023-05-11
- 售價: $9,860
- 貴賓價: 9.5 折 $9,367
- 語言: 英文
- 裝訂: Hardcover - also called cloth, retail trade, or trade
- ISBN: 981165171X
- ISBN-13: 9789811651717
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相關主題
商品描述
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.
商品描述(中文翻譯)
自然語言處理（NLP）領域是人工智慧中最重要且最有用的應用領域之一。隨著新方法和工具集的出現，NLP 現在正在迅速發展，並與不斷擴展的可用數據相結合。本書是一本最先進的手冊，涵蓋了自然語言處理的所有正式分析方面。在回顧該領域的歷史後，系統地向讀者介紹了基於規則的模型、統計模型、神經網絡模型和預訓練模型。
在自然語言處理穩定而蓬勃增長的時期，本手冊提供了一個易於理解的入門介紹和急需的參考指南，涵蓋了 NLP 的理論和方法。它可以用於個人學習，作為自然語言處理或計算語言學課程的教科書，或作為人工智慧課程的補充資料，對於研究人員、從業者、講師以及研究生和本科生來說，都是一個寶貴的資源。
作者簡介
Feng Zhiwei is a computational linguist and senior research fellow at the Institute of Applied Linguistics, Ministry of Education, China. He has a broad and extensive background in linguistics, mathematics and computer science, and has been engaged in interdisciplinary research in linguistics, mathematics and computer science for more than 50 years. One of the first natural language processing and computational linguistics scholars in China, he has published more than 30 books and more than 400 papers in China and abroad. He is the winner of the NLPCC (Natural Language Processing & Chinese Computing) Distinguished Achievement Award of the CCF (China Computer Federation) in 2018.
作者簡介(中文翻譯)
馮志偉是中國教育部應用語言學研究所的計算語言學家及高級研究員。他在語言學、數學和計算機科學方面擁有廣泛而深厚的背景，並在語言學、數學和計算機科學的跨學科研究中從事了超過50年的工作。作為中國最早的自然語言處理和計算語言學學者之一，他在國內外發表了超過30本書籍和400篇論文。2018年，他獲得了中國計算機學會（CCF）自然語言處理與中文計算（NLPCC）傑出成就獎。
