Graph-based Natural Language Processing and Information Retrieval pdf epub mobi txt 電子書下載 2024

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Rada F. Mihalcea

Cambridge University Press

2011-4-11

208

USD 65.00

Hardcover

9780521896139

圖書標籤: 計算語言學 NLP 機器學習 graph-based 數學復雜網絡統計學習 IR

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发表于2024-12-28

Graph-based Natural Language Processing and Information Retrieval epub 下載 mobi 下載 pdf 下載 txt 電子書下載 2024

Graph-based Natural Language Processing and Information Retrieval pdf epub mobi txt 電子書下載 2024

圖書描述

Graph theory and the fields of natural language processing and information retrieval are well-studied disciplines. Traditionally, these areas have been perceived as distinct, with different algorithms, different applications, and different potential end-users. However, recent research has shown that these disciplines are intimately connected, with a large variety of natural language processing and information retrieval applications finding efficient solutions within graph-theoretical frameworks. This book extensively covers the use of graph-based algorithms for natural language processing and information retrieval. It brings together topics as diverse as lexical semantics, text summarization, text mining, ontology construction, text classification, and information retrieval, which are connected by the common underlying theme of the use of graph-theoretical methods for text and information processing tasks. Readers will come away with a firm understanding of the major methods and applications in natural language processing and information retrieval that rely on graph-based representations and algorithms.

Graph-based Natural Language Processing and Information Retrieval 下載 mobi epub pdf txt 電子書