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Article
DRA: dynamic routing attention for neural machine translation with low-resource languages
In recent years, the utilization of deep models has significantly enhanced the performance of neural machine translation (NMT). Nevertheless, the uneven distribution of data leads to critical challenges. Speci...
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Article
Video analysis of intelligent teaching based on machine learning and virtual reality technology
In this paper, we study and analyse the teaching video of oil painting art through machine learning combined with virtual reality computing. Since the current oil painting, image acquisition method cannot meet...
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Article
Scale-Insensitive Object Detection via Attention Feature Pyramid Transformer Network
With the progress of deep learning, object detection has attracted great attention in computer vision community. For object detection task, one key challenge is that object scale usually varies in a large rang...
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Chapter and Conference Paper
A Flow Control Method Based on Deep Deterministic Policy Gradient
With the rapid development of modern network technology, business traffic in the network is exploding, and network traffic control technology is facing greater challenges. Traditional network flow control meth...
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Chapter and Conference Paper
Design and Implementation of D2D Communication-Based 5G Cloud Radio Access Networks Cell Outage Compensation Method
As 5G officially enters the commercial era, heterogeneous networks will face massive data traffic requirements and frequent communication overheads in the future. How to ensure user service quality and reduce ...
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Chapter and Conference Paper
Using Collaborative Training Method to Build Vietnamese Dependency Treebank
For the difficulty of marking Vietnamese dependency tree, this paper proposed the method which combined MST algorithm and improved Nivre algorithm to build Vietnamese dependency treebank. The method took full ...
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Chapter and Conference Paper
The Expert Ranking Method Based on Listwise with Associated Features
In the expert ranking process, we put forward an expert ranking method based on list with associated features, in order to use effectively expert relationship and the relative relationship of the expert list. ...
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Article
Chinese Question Classification Based on Question Property Kernel
Support vector machine have been widely used in classification tasks, however, the structure of the question is ignored while using the standard kernel function in the question classification. To solve the pro...
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Chapter and Conference Paper
Naxi-Chinese Bilingual Word Alignment Method Based on Entity Constraint
This paper proposes Naxi-Chinese bilingual word alignment method based on entity constraint for the characteristic that entity and entity is alignment in bilingual alignment. First, we mark the corpus of Naxi ...
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Chapter and Conference Paper
The Extracting Method of Chinese-Naxi Translation Template Based on Improved Dependency Tree-To-String
Be aimed at the problem that the loss of aligned information which caused by the different syntactic structure between Chinese and Naxi language, we put forward a method of template extraction based on improve...