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Zhixiong Zhang
Chinese Academy of Sciences
Deep learningMachine learningSupport vector machineInformation retrievalSentenceArtificial neural network
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#1Gaihong Yu (CAS: Chinese Academy of Sciences)
#2Zhixiong Zhang (CAS: Chinese Academy of Sciences)
Last. Liangping Ding (CAS: Chinese Academy of Sciences)
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#1Zhixiong Zhang (CAS: Chinese Academy of Sciences)
#2Huan Liu (CAS: Chinese Academy of Sciences)
Last. Gaihong Yu (CAS: Chinese Academy of Sciences)
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The purpose of this work is to explore the applicability and effectiveness of deep learning methods for the task–moves recognition in abstract of research paper. We firstly build a large corpus for moves recognition. Then we choose the traditional machine learning method SVM as a benchmark, and develop four moves recognition methods based on DNN, LSTM, Attention-BiLSTM and BERT. Finally, we design two groups of experiments with sample size 10,000 and 50,000 and then compare experimental results....
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