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How Do Pronouns Affect Word Embedding

2017-12-15分类号:TP391.1

【作者】Tonglee Chung  Bin Xu  Yongbin Liu  Juanzi Li  Chunping Ouyang  
【部门】the Department of Computer Science and Technology   Tsinghua University  the School of Computer Science and Technology   University of South China  
【摘要】Word embedding has drawn a lot of attention due to its usefulness in many NLP tasks. So far a handful of neural-network based word embedding algorithms have been proposed without considering the effects of pronouns in the training corpus. In this paper, w
【关键词】word embedding  co-reference resolution  representation learning
【基金】supported by the National HighTech Research and Development(863)Program(No.2015AA015401);; the National Natural Science Foundation of China(Nos.61533018 and 61402220);; the State Scholarship Fund of CSC(No.201608430240);; the Philosophy and Social Science Foundation of Hunan Province(No.16YBA323);; the Scientific Research Fund of Hunan Provincial Education Department(Nos.16C1378 and 14B153)
【所属期刊栏目】Tsinghua Science and Technology
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