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

AI Open ◽  
2022 ◽  
Author(s):  
Zhengyan Zhang ◽  
Yuxian Gu ◽  
Xu Han ◽  
Shengqi Chen ◽  
Chaojun Xiao ◽  
...  
Keyword(s):  
Large Scale ◽  
Cost Effective ◽  
Language Models

scholarly journals A review of deep learning in question answering over knowledge bases

AI Open ◽  
2021 ◽  
Author(s):  
Chen Zhang ◽  
Yuxuan Lai ◽  
Yansong Feng ◽  
Dongyan Zhao
Keyword(s):  
Deep Learning ◽  
Question Answering ◽  
Knowledge Bases

scholarly journals Human motion modeling with deep learning: A survey

AI Open ◽  
2021 ◽  
Author(s):  
Zijie Ye ◽  
Haozhe Wu ◽  
Jia Jia
Keyword(s):  
Deep Learning ◽  
Human Motion ◽  
Motion Modeling

scholarly journals Towards a universal continuous knowledge base

AI Open ◽  
2021 ◽  
Author(s):  
Gang Chen ◽  
Maosong Sun ◽  
Yang Liu
Keyword(s):  
Knowledge Base

scholarly journals Rule-based Data Augmentation for Knowledge Graph Embedding

AI Open ◽  
2021 ◽  
Author(s):  
Guangyao Li ◽  
Zequn Sun ◽  
Lei Qian ◽  
Qiang Guo ◽  
Wei Hu
Keyword(s):  
Data Augmentation ◽  
Graph Embedding ◽  
Knowledge Graph ◽  
Rule Based

scholarly journals Heterogeneous Graph Knowledge Enhanced Stock Market Prediction

AI Open ◽  
2021 ◽  
Author(s):  
Kai Xiong ◽  
Xiao Ding ◽  
Li Du ◽  
Ting Liu ◽  
Bing Qin
Keyword(s):  
Stock Market ◽  
Stock Market Prediction

scholarly journals Incorporating Bidirectional Interactive Information and Regional Features for Relational Facts Extraction

AI Open ◽  
2021 ◽  
Author(s):  
Bingshan Zhu ◽  
Yang Yu ◽  
Mingying Zhang ◽  
Haopeng Ren ◽  
Canguang Li ◽  
...  
Keyword(s):  
Regional Features

scholarly journals Structure-Enhanced Meta-Learning For Few-Shot Graph Classification

AI Open ◽  
2021 ◽  
Author(s):  
Shunyu Jiang ◽  
Fuli Feng ◽  
Weijian Chen ◽  
Xiang Li ◽  
Xiangnan He
Keyword(s):  
Graph Classification ◽  
Meta Learning

scholarly journals Pre-Trained Models: Past, Present and Future

AI Open ◽  
2021 ◽  
Author(s):  
Xu Han ◽  
Zhengyan Zhang ◽  
Ning Ding ◽  
Yuxian Gu ◽  
Xiao Liu ◽  
...  
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