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AI Open, Volume 2
Volume 2, January 2021
- Kaisheng Zeng, Chengjiang Li, Lei Hou
, Juanzi Li, Ling Feng:
A comprehensive survey of entity alignment for knowledge graphs. 1-13 - Jing Zhang, Bo Chen, Lingxi Zhang, Xirui Ke, Haipeng Ding:
Neural, symbolic and neural-symbolic reasoning on knowledge graphs. 14-35 - Zhengyan Zhang
Know what you don't need: Single-Shot Meta-Pruning for attention heads. 36-42 - Xueyi Liu, Jie Tang:
Network representation learning: A macro and micro view. 43-64 - Sha Yuan, Hanyu Zhao, Zhengxiao Du, Ming Ding, Xiao Liu, Yukuo Cen
WuDaoCorpora: A super large-scale Chinese corpora for pre-training language models. 65-68 - Jiarong Xu
Robustness of deep learning models on graphs: A survey. 69-78 - Chaojun Xiao, Xueyu Hu, Zhiyuan Liu, Cunchao Tu, Maosong Sun:
Lawformer: A pre-trained language model for Chinese legal long documents. 79-84 - Apurwa Yadav, Aarshil Patel, Manan Shah:
A comprehensive review on resolving ambiguities in natural language processing. 85-92 - Zhengyan Zhang
CPM: A large-scale generative Chinese Pre-trained language model. 93-99 - Chongming Gao
Advances and challenges in conversational recommender systems: A survey. 100-126 - Yusheng Su, Xu Han, Zhengyan Zhang, Yankai Lin, Peng Li, Zhiyuan Liu
CokeBERT: Contextual knowledge selection and embedding towards enhanced pre-trained language models. 127-134 - Tiancui Zhang, Xiaoliang Chen, Yajun Du, Xianyong Li:
The information propagation model of Weibo network based on spiking neural P systems. 135-142 - Ruben Cartuyvels
Discrete and continuous representations and processing in deep learning: Looking forward. 143-159 - Shunyu Jiang, Fuli Feng, Weijian Chen, Xiang Li, Xiangnan He:
Structure-enhanced meta-learning for few-shot graph classification. 160-167 - Kai Xiong
Heterogeneous graph knowledge enhanced stock market prediction. 168-174 - Bingshan Zhu, Yang Yu, Mingying Zhang, Haopeng Ren, Canguang Li, Wenjian Hao, Lixi Wang, Yi Cai:
Incorporating bidirectional interactive information and regional features for relational facts extraction. 175-185 - Guangyao Li, Zequn Sun, Lei Qian, Qiang Guo, Wei Hu:
Rule-based data augmentation for knowledge graph embedding. 186-196 - Gang Chen
Towards a universal continuous knowledge base. 197-204 - Chen Zhang, Yuxuan Lai, Yansong Feng, Dongyan Zhao:
A review of deep learning in question answering over knowledge bases. 205-215 - Zhengyan Zhang
CPM-2: Large-scale cost-effective pre-trained language models. 216-224 - Xu Han, Zhengyan Zhang, Ning Ding, Yuxian Gu, Xiao Liu
Pre-trained models: Past, present and future. 225-250
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