Scholarlink

Building on the foundational NLP concepts introduced in Chap. 1 , this introductory workshop provides an overview of Natural Language Toolkit (NLTK) and guides participants through the installation procedures. NLTK is a key Python library for text processing, enabling tasks such as simple text analysis, lexical dispersion plots, tokenization, and the application of basic statistical tools in NLP. This workshop explores NLTK basics including: (1) Concepts and installation procedures; (2) Text processing function with examples using NLTK; (3) Text analysis lexical dispersion plot in Python; (4) Tokenization in text analysis; (5) Statistical tools for text analysis.

错误：搜索内容不能为空，请输入英文关键词
错误：关键词超出字数限制，请精简
高级检索

Workshop#1: Basics of Natural Language Toolkit (Hour 1–2)

  • 章节

  • 发表日期：

    2025年

查看全文
  • Raymond Lee

摘要

Building on the foundational NLP concepts introduced in Chap. 1 , this introductory workshop provides an overview of Natural Language Toolkit (NLTK) and guides participants through the installation procedures. NLTK is a key Python library for text processing, enabling tasks such as simple text analysis, lexical dispersion plots, tokenization, and the application of basic statistical tools in NLP. This workshop explores NLTK basics including: (1) Concepts and installation procedures; (2) Text processing function with examples using NLTK; (3) Text analysis lexical dispersion plot in Python; (4) Tokenization in text analysis; (5) Statistical tools for text analysis.