Finite-State Text Processing
暫譯: 有限狀態文本處理
Gorman, Kyle, Sproat, Richard
- 出版商: Morgan & Claypool
- 出版日期: 2021-05-26
- 售價: $3,150
- 貴賓價: 9.5 折 $2,993
- 語言: 英文
- 頁數: 158
- 裝訂: Hardcover - also called cloth, retail trade, or trade
- ISBN: 163639115X
- ISBN-13: 9781636391151
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商品描述
Weighted finite-state transducers (WFSTs) are commonly used by engineers and computational linguists for processing and generating speech and text. This book first provides a detailed introduction to this formalism. It then introduces Pynini, a Python library for compiling finite-state grammars and for combining, optimizing, applying, and searching finite-state transducers. This book illustrates this library's conventions and use with a series of case studies. These include the compilation and application of context-dependent rewrite rules, the construction of morphological analyzers and generators, and text generation and processing applications.
商品描述(中文翻譯)
加權有限狀態轉換器(Weighted finite-state transducers, WFSTs)通常被工程師和計算語言學家用於處理和生成語音及文本。本書首先詳細介紹了這一形式主義。接著介紹了 Pynini,一個用於編譯有限狀態文法的 Python 函式庫,以及用於結合、優化、應用和搜尋有限狀態轉換器的工具。本書通過一系列案例研究來說明這個函式庫的慣例和使用方法。這些案例包括上下文相關重寫規則的編譯和應用、形態分析器和生成器的構建,以及文本生成和處理應用。