Analysis of Automated Evaluation for Multi-document Summarization Using Content-Based Similarity

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Second International Conference on the Digital Society

February 10-February 15

ISBN: 978-0-7695-3087-1

	ASCII Text	x
	Li-Qing Qiu, Bin Pang, "Analysis of Automated Evaluation for Multi-document Summarization Using Content-Based Similarity," International Conference on the Digital Society, pp. 60-63, Second International Conference on the Digital Society, 2008.

	BibTex	x
	@article{ 10.1109/ICDS.2008.9, author = {Li-Qing Qiu and Bin Pang}, title = {Analysis of Automated Evaluation for Multi-document Summarization Using Content-Based Similarity}, journal ={International Conference on the Digital Society}, volume = {0}, year = {2008}, isbn = {978-0-7695-3087-1}, pages = {60-63}, doi = {http://doi.ieeecomputersociety.org/10.1109/ICDS.2008.9}, publisher = {IEEE Computer Society}, address = {Los Alamitos, CA, USA}, }

	RefWorks Procite/RefMan/Endnote	x
	TY - CONF JO - International Conference on the Digital Society TI - Analysis of Automated Evaluation for Multi-document Summarization Using Content-Based Similarity SN - 978-0-7695-3087-1 SP60 EP63 A1 - Li-Qing Qiu, A1 - Bin Pang, PY - 2008 KW - automated evaluation KW - multi-document summarization KW - content -based similarity VL - 0 JA - International Conference on the Digital Society ER -

Li-Qing Qiu

Bin Pang

DOI Bookmark: http://doi.ieeecomputersociety.org/10.1109/ICDS.2008.9

We introduce an automated evaluation method based on content similarity, and construct a vector space of words, on which we compute cosine similarity of automated summaries and human summaries. The method is tested on DUC 2005 data, and produces acceptable results, which may avoid some shortcomings of n-gram. We also test the effects of stopwords and stemming.

Index Terms:

automated evaluation, multi-document summarization, content -based similarity

Citation:

Li-Qing Qiu, Bin Pang, "Analysis of Automated Evaluation for Multi-document Summarization Using Content-Based Similarity," icds, pp.60-63, Second International Conference on the Digital Society, 2008

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