A View on Natural Language Processing and Text Summarization

Provided by: International Journal of Communications and Engineering Topic: Big Data Date Added: Mar 2012 Format: PDF
Text summarization plays an important role in the area of natural language processing and text mining. Text summarization aims to create a compressed summary while retaining the main characteristics of the original set of documents. Many approaches use statistics and machine learning techniques to extract sentences from documents. This paper presents a survey of recent natural language processing techniques and text summarization techniques. The authors explore evaluation strategies and metrics, features, approaches and problems in text summarization.

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