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NClassifier is a .NET based text classification classification engine which supports, among others, Bayesian classification and text summarization.
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tf–idf, short for term frequency–inverse document frequency, is a numerical statistic that is intended to reflect how important a word is to a document in a collection or corpus.[1]:8 It is often used as a weighting factor in information retrieval an
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lsasummarization 用 lsa 来干文摘的工作。
配套论文-lsasummarization leverages lsa language model in the task of text summarization
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Document summarizer approach for the text document to do clustering and then do summarization
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c++ text summrization text minimzation
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一个启发式方法(抽取式,类似pagerank)的文本摘要任务的实现(Implementation of a text summarization based on extraction method)
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本书提供了非常易学的自然语言处理入门介绍,该领域涵盖从文本和电子邮件预测过滤,到自动总结和翻译等多种语言处理技术。在本书中,你将学会编写Python程序处理大量非结构化文本。你还将通过使用综合语言数据结构访问含有丰富注释的数据集,理解用于分析书面通信内容和结构的主要算法。(This book provides a very easy to learn introduction to Natural Language Processing, which covers a variety of la
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