Handbook of Linguistic Annotation
暫譯: 語言標註手冊
Nancy Ide (Editor), James Pustejovsky (Editor)
- 出版商: Springer
- 出版日期: 2017-06-29
- 售價: $16,100
- 貴賓價: 9.5 折 $15,295
- 語言: 英文
- 頁數: 1459
- 裝訂: Hardcover
- ISBN: 9402408797
- ISBN-13: 9789402408799
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商品描述
This handbook offers a thorough treatment of the science of linguistic annotation. Leaders in the field guide the reader through the process of modeling, creating an annotation language, building a corpus and evaluating it for correctness. Essential reading for both computer scientists and linguistic researchers.
Linguistic annotation is an increasingly important activity in the field of computational linguistics because of its critical role in the development of language models for natural language processing applications. Part one of this book covers all phases of the linguistic annotation process, from annotation scheme design and choice of representation format through both the manual and automatic annotation process, evaluation, and iterative improvement of annotation accuracy. The second part of the book includes case studies of annotation projects across the spectrum of linguistic annotation types, including morpho-syntactic tagging, syntactic analyses, a range of semantic analyses (semantic roles, named entities, sentiment and opinion), time and event and spatial analyses, and discourse level analyses including discourse structure, co-reference, etc. Each case study addresses the various phases and processes discussed in the chapters of part one.
商品描述(中文翻譯)
這本手冊提供了語言標註科學的全面探討。該領域的領導者引導讀者了解建模、創建標註語言、構建語料庫及其正確性評估的過程。對於計算機科學家和語言學研究者來說,這是必讀的資料。
語言標註在計算語言學領域中越來越重要,因為它在自然語言處理應用的語言模型開發中扮演著關鍵角色。本書的第一部分涵蓋了語言標註過程的所有階段,從標註方案設計和表示格式的選擇,到手動和自動標註過程、評估以及標註準確性的迭代改進。第二部分則包括了各種語言標註類型的標註項目案例研究,包括形態-句法標註、句法分析、一系列語義分析(語義角色、命名實體、情感和意見)、時間和事件及空間分析,以及話語層級分析,包括話語結構、共指等。每個案例研究都針對第一部分章節中討論的各個階段和過程。