Works matching IS 26666510 AND DT 2021

Results: 21

Neural, symbolic and neural-symbolic reasoning on knowledge graphs.

Published in:

AI Open, 2021, p. 14, doi. 10.1016/j.aiopen.2021.03.001

By:

Jing Zhang;
Bo Chen;
Lingxi Zhang;
Xirui Ke;
Haipeng Ding

Publication type:

Article

WuDaoCorpora: A super large-scale Chinese corpora for pre-training language models.

Published in:

AI Open, 2021, p. 65, doi. 10.1016/j.aiopen.2021.06.001

By:

Sha Yuan;
Hanyu Zhao;
Zhengxiao Du;
Ming Ding;
Xiao Liu;
Yukuo Cen;
Xu Zou;
Zhilin Yang;
Jie Tang

Publication type:

Article

Towards a universal continuous knowledge base.

Published in:

AI Open, 2021, p. 197, doi. 10.1016/j.aiopen.2021.11.001

By:

Gang Chen;
Maosong Sun;
Yang Liu

Publication type:

Article

Structure-enhanced meta-learning for few-shot graph classification.

Published in:

AI Open, 2021, p. 160, doi. 10.1016/j.aiopen.2021.08.001

By:

Shunyu Jiang;
Fuli Feng;
Weijian Chen;
Xiang Li;
Xiangnan He

Publication type:

Article

Lawformer: A pre-trained language model for Chinese legal long documents.

Published in:

AI Open, 2021, p. 79, doi. 10.1016/j.aiopen.2021.06.003

By:

Chaojun Xiao;
Xueyu Hu;
Zhiyuan Liu;
Cunchao Tu;
Maosong Sun

Publication type:

Article

Robustness of deep learning models on graphs: A survey.

Published in:

AI Open, 2021, p. 69, doi. 10.1016/j.aiopen.2021.05.002

By:

Jiarong Xu;
Junru Chen;
Siqi You;
Zhiqing Xiao;
Yang Yang;
Jiangang Lu

Publication type:

Article

Pre-trained models: Past, present and future.

Published in:

AI Open, 2021, p. 225, doi. 10.1016/j.aiopen.2021.08.002

By:

Xu Han;
Zhengyan Zhang;
Ning Ding;
Yuxian Gu;
Xiao Liu;
Yuqi Huo;
Jiezhong Qiu;
Yuan Yao;
Ao Zhang;
Liang Zhang;
Wentao Han;
Minlie Huang;
Qin Jin;
Yanyan Lan;
Yang Liu;
Zhiyuan Liu;
Zhiwu Lu;
Xipeng Qiu;
Ruihua Song;
Jie Tang

Publication type:

Article

The information propagation model of Weibo network based on spiking neural P systems.

Published in:

AI Open, 2021, p. 135, doi. 10.1016/j.aiopen.2021.07.003

By:

Tiancui Zhang;
Xiaoliang Chen;
Yajun Du;
Xianyong Li

Publication type:

Article

Rule-based data augmentation for knowledge graph embedding.

Published in:

AI Open, 2021, p. 186, doi. 10.1016/j.aiopen.2021.09.003

By:

Guangyao Li;
Zequn Sun;
Lei Qian;
Qiang Guo;
Wei Hu

Publication type:

Article

Know what you don't need: Single-Shot Meta-Pruning for attention heads.

Published in:

AI Open, 2021, p. 36, doi. 10.1016/j.aiopen.2021.05.003

By:

Zhengyan Zhang;
Fanchao Qi;
Zhiyuan Liu;
Qun Liu;
Maosong Sun

Publication type:

Article

Incorporating bidirectional interactive information and regional features for relational facts extraction.

Published in:

AI Open, 2021, p. 175, doi. 10.1016/j.aiopen.2021.09.002

By:

Bingshan Zhu;
Yang Yu;
Mingying Zhang;
Haopeng Ren;
Canguang Li;
Wenjian Hao;
Lixi Wang;
Yi Cai

Publication type:

Article

Network representation learning: A macro and micro view.

Published in:

AI Open, 2021, p. 43, doi. 10.1016/j.aiopen.2021.02.001

By:

Xueyi Liu;
Jie Tang

Publication type:

Article

Heterogeneous graph knowledge enhanced stock market prediction.

Published in:

AI Open, 2021, p. 168, doi. 10.1016/j.aiopen.2021.09.001

By:

Kai Xiong;
Xiao Ding;
Li Du;
Ting Liu;
Bing Qin

Publication type:

Article

Discrete and continuous representations and processing in deep learning: Looking forward.

Published in:

AI Open, 2021, p. 143, doi. 10.1016/j.aiopen.2021.07.002

By:

Cartuyvels, Ruben;
Spinks, Graham;
Moens, Marie-Francine

Publication type:

Article

CPM: A large-scale generative Chinese Pre-trained language model.

Published in:

AI Open, 2021, p. 93, doi. 10.1016/j.aiopen.2021.07.001

By:

Zhengyan Zhang;
Xu Han;
Hao Zhou;
Pei Ke;
Yuxian Gu;
Deming Ye;
Yujia Qin;
Yusheng Su;
Haozhe Ji;
Jian Guan;
Fanchao Qi;
Xiaozhi Wang;
Yanan Zheng;
Guoyang Zeng;
Huanqi Cao;
Shengqi Chen;
Daixuan Li;
Zhenbo Sun;
Zhiyuan Liu;
Minlie Huang

Publication type:

Article

CPM-2: Large-scale cost-effective pre-trained language models.

Published in:

AI Open, 2021, p. 216, doi. 10.1016/j.aiopen.2021.12.003

By:

Zhengyan Zhang;
Yuxian Gu;
Xu Han;
Shengqi Chen;
Chaojun Xiao;
Zhenbo Sun;
Yuan Yao;
Fanchao Qi;
Jian Guan;
Pei Ke;
Yanzheng Cai;
Guoyang Zeng;
Zhixing Tan;
Zhiyuan Liu;
Minlie Huang;
Wentao Han;
Yang Liu;
Xiaoyan Zhu;
Maosong Sun

Publication type:

Article

CokeBERT: Contextual knowledge selection and embedding towards enhanced pre-trained language models.

Published in:

AI Open, 2021, p. 127, doi. 10.1016/j.aiopen.2021.06.004

By:

Yusheng Su;
Xu Han;
Zhengyan Zhang;
Yankai Lin;
Peng Li;
Zhiyuan Liu;
Jie Zhou;
Maosong Sun

Publication type:

Article

A review of deep learning in question answering over knowledge bases.

Published in:

AI Open, 2021, p. 205, doi. 10.1016/j.aiopen.2021.12.001

By:

Chen Zhang;
Yuxuan Lai;
Yansong Feng;
Dongyan Zhao

Publication type:

Article

Advances and challenges in conversational recommender systems: A survey.

Published in:

AI Open, 2021, p. 100, doi. 10.1016/j.aiopen.2021.06.002

By:

Chongming Gao;
Wenqiang Lei;
Xiangnan He;
de Rijke, Maarten;
Tat-Seng Chua

Publication type:

Article

A comprehensive survey of entity alignment for knowledge graphs.

Published in:

AI Open, 2021, p. 1, doi. 10.1016/j.aiopen.2021.02.002

By:

Kaisheng Zeng;
Chengjiang Li;
Lei Hou;
Juanzi Li;
Ling Feng

Publication type:

Article

A comprehensive review on resolving ambiguities in natural language processing.

Published in:

AI Open, 2021, p. 85, doi. 10.1016/j.aiopen.2021.05.001

By:

Yadav, Apurwa;
Patel, Aarshil;
Shah, Manan

Publication type:

Article