| Paper Abstract and Keywords |
| Presentation |
2006-07-28 13:50
Examination of Select-and-Complement Summarization Model
Satoshi Ikeda, Megumi Makino, Kazuhide Yamamoto (Nagaoka Univ. of Tech.) |
| Abstract |
(in Japanese) |
(See Japanese page) |
| (in English) |
There has been many works on summarization of the sentence.
Most of these them make a summary by extracting words from the original sentence. Therefore, the summary don't have expressions not in the original sentence. In contrast, there are expressions not in the original in manual summarization. Consequently, our aim here is to generate a summary in a natural way that a human does. That is, we propose a summarization method in which we extract terms necessary to make a summary from original sentence, and generate a sentence from those terms. We used SVM for extracting terms necessary to make summarization, and statistical information from general corpus to generate the sentence. The experimental result showed the performance of readability is 36% and meaning identification is 45% under the summary rate of 80%. |
| Keyword |
(in Japanese) |
(See Japanese page) |
| (in English) |
automatic summarization / extract term / generate sentence / / / / / |
| Reference Info. |
IEICE Tech. Rep., vol. 106, no. 191, NLC2006-13, pp. 29-34, July 2006. |
| Paper # |
NLC2006-13 |
| Date of Issue |
2006-07-21 (NLC) |
| ISSN |
Print edition: ISSN 0913-5685 |
| Download PDF |
|
| Conference Information |
| Committee |
NLC |
| Conference Date |
2006-07-27 - 2006-07-28 |
| Place (in Japanese) |
(See Japanese page) |
| Place (in English) |
Future University Hakodate |
| Topics (in Japanese) |
(See Japanese page) |
| Topics (in English) |
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| Paper Information |
| Registration To |
NLC |
| Conference Code |
2006-07-NLC |
| Language |
Japanese |
| Title (in Japanese) |
(See Japanese page) |
| Sub Title (in Japanese) |
(See Japanese page) |
| Title (in English) |
Examination of Select-and-Complement Summarization Model |
| Sub Title (in English) |
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| Keyword(1) |
automatic summarization |
| Keyword(2) |
extract term |
| Keyword(3) |
generate sentence |
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| 1st Author's Name |
Satoshi Ikeda |
| 1st Author's Affiliation |
Nagaoka University of Technology (Nagaoka Univ. of Tech.) |
| 2nd Author's Name |
Megumi Makino |
| 2nd Author's Affiliation |
Nagaoka University of Technology (Nagaoka Univ. of Tech.) |
| 3rd Author's Name |
Kazuhide Yamamoto |
| 3rd Author's Affiliation |
Nagaoka University of Technology (Nagaoka Univ. of Tech.) |
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| Speaker |
Author-1 |
| Date Time |
2006-07-28 13:50:00 |
| Presentation Time |
30 minutes |
| Registration for |
NLC |
| Paper # |
NLC2006-13 |
| Volume (vol) |
vol.106 |
| Number (no) |
no.191 |
| Page |
pp.29-34 |
| #Pages |
6 |
| Date of Issue |
2006-07-21 (NLC) |