Deep Learning on Graphs for Natural Language Processing

被引：21

作者：

Wu, Lingfei ^{[1
]}

Chen, Yu ^{[2
]}

Ji, Heng ^{[3
]}

Liu, Bang ^{[4
]}

机构：

[1] JD COM Silicon Valley Res Ctr, Mountain View, CA 94043 USA

[2] Facebook AI, Menlo Pk, CA USA

[3] Univ Illinois, Urbana, IL USA

[4] Univ Montreal, Montreal, PQ, Canada

来源：

SIGIR '21 - PROCEEDINGS OF THE 44TH INTERNATIONAL ACM SIGIR CONFERENCE ON RESEARCH AND DEVELOPMENT IN INFORMATION RETRIEVAL | 2021年

关键词：

Natural Language Processing; Deep Learning; Graph Learning; Graph Neural Networks;

D O I：

10.1145/3404835.3462809

中图分类号：

TP [自动化技术、计算机技术];

学科分类号：

0812 ;

摘要：

引用

页码：2651 / 2653

页数：3

共 12 条

[1]

Bastings J., 2017, P 2017 C EMPIRICAL M, P1957

[2]

Chen Y., 2020, INT C LEARNING REPRE

[3]

Chen Y.C., 2020, ARXIV200300517

[4]

Chen Yu, 2020, Advances in Neural Information Processing Systems, V33

[5]

Feng YL, 2020, PROCEEDINGS OF THE 2020 CONFERENCE ON EMPIRICAL METHODS IN NATURAL LANGUAGE PROCESSING (EMNLP), P1295

[6]

Hamilton WL, 2017, ADV NEUR IN, V30

[7]

Kipf T. N., 2016, ARXIV

[8]

Li Shuang, 2020, CORR

[9]

Lin Ying, 2020, P 58 ANN M ASS COMP, P7999, DOI [DOI 10.18653/V1/2020.ACL-MAIN.713, 10.18653/v1/2020.acl-main.713]

[10]

Tarlow Daniel, 2015, 4 INT C LEARNING REP