Automatic Text Summarization with Neural Networks
Date
2004-06-22
Authors
Kaikhah, Khosrow
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Abstract
A novel technique for summarizing news articles using neural networks is presented. A neural network is trained to learn the relevant features cf sentences that should be included in the summary of the article. The neural network is then modified to generalize and combine the relevant fertures apparent in summary sentences. Finally, the modified neural network is used as a filter to summarize news article.
Description
Keywords
text summarization, neural networks, adaptive clustering, artificial intelligence, feature fusion, pruning, Computer Science
Citation
Kaikhah, K. (2004). Automatic Text Summarization with Neural Networks. Second International IEEE Conference on Intelligent Systems (pp. 40-45). Varna, Bulgaria.