TY - GEN
T1 - Comparative document summarization via discriminative sentence selection
AU - Wang, Dingding
AU - Zhu, Shenghuo
AU - Li, Tao
AU - Gong, Yihong
PY - 2009
Y1 - 2009
N2 - Given a collection of document groups, a quick question is what are the differences in these groups. In this paper, we study a novel problem of summarizing the differences between document groups. A discriminative sentence selection method is proposed to extract the most discriminative sentences which represent the specific characteristics of each document group. Experiments on real world data sets demonstrate the effectiveness of our proposed method.
AB - Given a collection of document groups, a quick question is what are the differences in these groups. In this paper, we study a novel problem of summarizing the differences between document groups. A discriminative sentence selection method is proposed to extract the most discriminative sentences which represent the specific characteristics of each document group. Experiments on real world data sets demonstrate the effectiveness of our proposed method.
KW - Comparative document summarization
KW - Discriminative sentence selection
UR - https://www.scopus.com/pages/publications/74549224506
U2 - 10.1145/1645953.1646276
DO - 10.1145/1645953.1646276
M3 - 会议稿件
AN - SCOPUS:74549224506
SN - 9781605585123
T3 - International Conference on Information and Knowledge Management, Proceedings
SP - 1963
EP - 1966
BT - ACM 18th International Conference on Information and Knowledge Management, CIKM 2009
T2 - ACM 18th International Conference on Information and Knowledge Management, CIKM 2009
Y2 - 2 November 2009 through 6 November 2009
ER -