会议论文

Chung, Tong Lee;Liu, Yongbin

英文

Lecture Notes in Computer Science

0302-9743

2018

10827

924-932

23rd International Conference on Database Systems for Advanced Applications (DASFAA).

Lecture Notes in Computer Science

MAY 21-24, 2018

Gold Coast, AUSTRALIA

[Chung, Tong Lee;Xu, Bin] Tsinghua Univ, Dept Comp Sci & Technol, Beijing, Peoples R China.^[Chung, Tong Lee;Xu, Bin] Beijing Natl Res Ctr Informat Sci & Technol BNRis, Beijing, Peoples R China.^[Liu, Yongbin;Ouyang, Chunping] Univ South China, Coll Comp, Hengyang, Peoples R China.

Pei, J Manolopoulos, Y Sadiq, S Li, J

GEWERBESTRASSE 11, CHAM, CH-6330, SWITZERLAND

SPRINGER INTERNATIONAL PUBLISHING AG

978-3-319-91452-7; 978-3-319-91451-0

10.1007/978-3-319-91452-7_60

China National High-Tech Project (863) [2015AA015401]; Beijing Key Lab of Networked Multimedia; State Key Program of National Natural Science of ChinaNational Natural Science Foundation of China (NSFC) [61533018]; National Natural Science Foundation of ChinaNational Natural Science Foundation of China (NSFC) [61402220]; Philosophy and Social Science Foundation of Hunan Province [16YBA323]

本校为通讯机构

Text summarization is attracting more and more attention while deep neural network has had many successful application in NLP. One problem of such models is its inability to focus on the essentials of documents, thus generating summaries that may not be important, especially during multi-sentence summarization. In this paper, we propose Main Pointer Generator (MPG) to address the problem, where at each decoder step the whole document is taken into consideration when calculating the probability of next generated token. We experiment with CNN/Daily news corpus and results show that summaries our...