Special Focus on Natural Language Processing and Social Computing
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Special focus on natural language orocessing and social computing
Tang, Jie; Tong, Hanghang; Vazirgiannis, Michalis
Sci China Inf Sci, 2017, 60(11): 110100
Cite as: Tang J, Tong H H, Vazirgiannis M. Special focus on natural language orocessing and social computing. Sci China Inf Sci, 2017, 60(11): 110100, doi: 10.1007/s11432-017-9251-5
Special Focus on Natural Language Processing and Social Computing
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Keywords: sentiment collocation extraction; sentiment analysis; syntactic representation; neural network; recursive neural network; rnn; convolutional neural network; cnn
Cite as: Zhao Y Y, Qin B, Liu T. Encoding syntactic representations with a neural network for sentiment collocation extraction. Sci China Inf Sci, 2017, 60(11): 110101, doi: 10.1007/s11432-016-9229-y
Special Focus on Natural Language Processing and Social Computing
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Cited in SCI: 30
Convolutional neural networks for expert recommendation in community question answering
Wang, Jian; Sun, Jiqing; Lin, Hongfei; Dong, Hualei; Zhang, Shaowu
Sci China Inf Sci, 2017, 60(11): 110102
Keywords: community question answering; expert recommendation; convolutional neural network; classification-based method; expert modeling
Cite as: Wang J, Sun J Q, Lin H F, et al. Convolutional neural networks for expert recommendation in community question answering. Sci China Inf Sci, 2017, 60(11): 110102, doi: 10.1007/s11432-016-9197-0
Special Focus on Natural Language Processing and Social Computing
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Topic enhanced deep structured semantic models for knowledge base question answering
Xie, Zhiwen; Zeng, Zhao; Zhou, Guangyou; Wang, Weijun
Sci China Inf Sci, 2017, 60(11): 110103
Keywords: question answering; deep learning; knowledge base; semantic matching; topic entity
Cite as: Xie Z W, Zeng Z, Zhou G Y, et al. Topic enhanced deep structured semantic models for knowledge base question answering. Sci China Inf Sci, 2017, 60(11): 110103, doi: 10.1007/s11432-017-9136-x
Special Focus on Natural Language Processing and Social Computing
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Integrating a weighted-average method into the random walk framework to generate individual friend recommendations
Gong, Jibing; Gao, Xiaoxia; Cheng, Hong; Liu, Jihui; Song, Yanqing; Zhang, Mantang; Zhao, Yi
Sci China Inf Sci, 2017, 60(11): 110104
Keywords: multi-individual friend recommendation architecture; behavior context analysis; intimacy degree; random walk framework; social network
Cite as: Gong J B, Gao X X, Cheng H, et al. Integrating a weighted-average method into the random walk framework to generate individual friend recommendations. Sci China Inf Sci, 2017, 60(11): 110104, doi: 10.1007/s11432-017-9243-7
