نتایج جستجو برای: automatic text summarization

تعداد نتایج: 297351  

Journal: :International Journal of Computer Science and Information Technology 2016

Journal: :International Journal of Data Mining & Knowledge Management Process 2017

Journal: :Information Technology and Control 2021

In the era of big data, information overload problems are becoming increasingly prominent. It is challengingfor machines to understand, compress and filter massive text through use artificial intelligencetechnology. The emergence automatic summarization mainly aims at solving problem ofinformation overload, it can be divided into two types: extractive abstractive. former finds somekey sentences...

Journal: :International Journal of Advanced Computer Science and Applications 2012

2003
Konstantinos Koumpis Steve Renals

This paper is about the evaluation of a system that generates short text summaries of voicemail messages, suitable for transmission as text messages. Our approach to summarization is based on a speech-recognized transcript of the voicemail message, from which a set of summary words is extracted. The system uses a classifier to identify the summary words, with each word being identified by a vec...

2005
Tsutomu Hirao Manabu Okumura Hideki Isozaki

In order to promote the study of automatic summarization and translation, we need an accurate automatic evaluation method that is close to human evaluation. In this paper, we present an evaluation method that is based on convolution kernels that measure the similarities between texts considering their substructures. We conducted an experiment using automatic summarization evaluation data develo...

2005
Chin-Yew Lin

After lying dormant for over two decades, automated text summarization has experienced a tremendous resurgence of interest in the past few years. Research is being conducted in China, Europe, Japan, and North America, and industry has brought to market more than 30 summarization systems; most recently, a series of large-scale text summarization evaluations, Document Understanding Conference (DU...

Journal: :Int. J. Computational Intelligence Systems 2009
Shuhua Liu

Text summarization is a process of distilling the most important content from text documents. While human beings have proven to be extremely capable summarizers, computer based automatic abstracting and summarizing has proven to be extremely challenging tasks. In this paper we report our experience with applying extractive summarization techniques to process news articles, economic reports and ...

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