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Adaptive Attention Annotation Model: Optimizing the Prediction Path Through Dependency Fusion 期刊论文
KSII Transactions on Internet and Information Systems, 2019, 期号: 9, 页码: 4665-4683
Authors:  Wang Fangxin(王方心);  Liu Jie;  Zhang Shuwu;  Zhang Guixuan;  Zheng Yang;  Li Xiaoqian;  Liang Wei;  Li Yuejun
View  |  Adobe PDF(1061Kb)  |  Favorite  |  View/Download:13/2  |  Submit date:2019/10/08
Image Annotation  Multiple Dependencies  Self-attention  Prediction Path  Triplet Margin Loss  
引入物理环境信息的问答技术研究 学位论文
, 中国科学院自动化研究所: 中国科学院大学, 2019
Authors:  姚轶群
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自然语言理解  物理环境  视觉  问答  推理  
Inductive Zero-Shot Image Annotation via Embedding Graph 期刊论文
IEEE Access, 2019, 卷号: 7, 期号: 0, 页码: 107816-107830
Authors:  Wang Fangxin(王方心);  Liu Jie;  Zhang Shuwu;  Zhang Guixuan;  Li Yuejun;  Yuan Fei
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Contextualized Word Embeddings  Graph Convolutional Network  Image Annotation  Node2vec  Zero-shot  
神经机器翻译模型研究 学位论文
工学博士, 中国科学院自动化研究所: 中国科学院大学, 2019
Authors:  杨振
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神经机器翻译  多语义向量  对抗网络  无监督机器翻译  通用训练框架  低资源  
Distant supervision for relation extraction with hierarchical selective attention 期刊论文
NEURAL NETWORKS, 2018, 卷号: 108, 页码: 240-247
Authors:  Zhou, Peng;  Xu, Jiaming;  Qi, Zhenyu;  Bao, Hongyun;  Chen, Zhineng;  Xu, Bo
View  |  Adobe PDF(663Kb)  |  Favorite  |  View/Download:124/66  |  Submit date:2018/10/09
Relation extraction  Distant supervision  Hierarchical attention  Piecewise convolutional neural networks  
Distant supervision for relation extraction with hierarchical selective attention 期刊论文
NEURAL NETWORKS, 2018, 期号: 108, 页码: 240-247
Authors:  Zhou, Peng;  Xu, Jiaming;  Qi,Zhenyu;  Bao, Hongyun;  Chen,Zhineng;  Xu, Bo
View  |  Adobe PDF(663Kb)  |  Favorite  |  View/Download:8/1  |  Submit date:2019/10/07
Relation Extraction  Distant Supervision  Hierarchical Attention Piecewise  Convolutional Neural Networks  
Image Annotation through Adaptive Dependency Fusion 会议论文
, 苏州, 2018-12
Authors:  Wang Fangxin(王方心);  Liu Jie;  Zhang Shuwu;  Zhang Guixuan;  Zheng Yang;  Li Xiaoqian
View  |  Adobe PDF(503Kb)  |  Favorite  |  View/Download:7/0  |  Submit date:2019/10/08
Image Annotation  Multiple Dependencies  End-to-end  Prediction Path  
Improving Neural Machine Translation with Conditional Sequence Generative Adversarial Nets 会议论文
, 美国, 2018-6
Authors:  Yang Z(杨振);  Chen W(陈炜);  Wang F(王峰)
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Concept Learning through Deep Reinforcement Learning with Memory-Augmented Neural Networks 期刊论文
NEURAL NETWORKS, 2018, 期号: 1, 页码: 1-27
Authors:  Shi, Jing;  Xu, Jiaming;  Yao, Yiqun;  Xu, Bo
View  |  Adobe PDF(533Kb)  |  Favorite  |  View/Download:79/14  |  Submit date:2018/10/30
One-shot Learning  Memory  Attention  Deep Reinforcement  
Aspect-Level Sentiment Classification with Conv-Attention Mechanism 会议论文
, Siem Reap, Cambodia, 2018.12.13-2018.12.16
Authors:  Yi Qian;  Liu Jie;  Zhang Guixuan;  Zhang Shuwu
View  |  Adobe PDF(1027Kb)  |  Favorite  |  View/Download:21/1  |  Submit date:2019/10/08