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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...

    Zhenhan Wang, Ran Song, Zhengtao Yu in International Journal of Machine Learning … (2024)

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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...

    Wenli Mao in Neural Computing and Applications (2022)

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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...

    Lingling Li, Changwen Zheng, Cunli Mao, Haibo Deng in Neural Processing Letters (2022)

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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...

    Junli Mao, Donghong Wei, Qicai Wang in The 10th International Conference on Compu… (2021)

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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 ...

    Junli Mao, Donghong Wei, Qicai Wang in Smart Grid and Innovative Frontiers in Tel… (2021)

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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 ...

    Guoke Qiu, Jianyi Guo, Zhengtao Yu in Chinese Computational Linguistics and Natu… (2016)

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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. ...

    Sichao Wei, Zhengtao Yu, Fangqiong Chen, Cunli Mao, Jianyi Guo in Social Media Processing (2015)

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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...

    Li Liu, Zhengtao Yu, Jianyi Guo, Cunli Mao in International Journal of Machine Learning … (2014)

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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 ...

    **uzhen Yang, Zhengtao Yu, Jianyi Guo, **ao Pan, Cunli Mao in Chinese Lexical Semantics (2013)

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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...

    Lei Li, Zhengtao Yu, Cunli Mao, Jianyi Guo in Chinese Lexical Semantics (2013)