[1] |
Wang Han-ru, Zhang Yang-sen.A survey on research progress of text similarity calculation[J].Journal of Beijing Information Science & Technology University,2019,34(1):68-74.(in Chinese)
|
[2] |
Liu Wen,Ma Hui-fang,Tuo Ting,et al.Short text similarity measure based on co-occurrence distance and discrimination[J].Computer Engineering & Science,2018,40(7):1281-1286.(in Chinese)
|
[3] |
Niu Yong-jie,Tian Cheng-long.Research on TFIDF keyword extraction algorithm based on multiple factors[J].Computer Technology and Development,2019,29(7):80-83.(in Chinese)
|
[4] |
Xiao Bao,Li Pu,Jiang Yun-cheng.Combing lexical features and LDA for semantic relatedness measure[J].Computer Engineering and Applications,2017,53(12):152-157.(in Chinese)
|
[5] |
Mikolov T,Chen K,Corrado G,et al.Efficient estimation of word representations in vector space[C]∥Proc of International Conference on Learning Representations,2013:1-12.
|
[6] |
Mikolov T,Sutskever I,Chen K,et al.Distributed representations of words and phrases and their compositionality[J].Advances in Neural Information Processing Systems,2013,26:3111-3119.
|
[7] |
Liu M,Lang B,Gu Z P,et al.Measuring similarity of academic articles with semantic profile and joint word embedding[J].Tsinghua Science and Technology,2017,22(6):619-632.
|
[8] |
Yin W, Schütze H.Convolutional neural network for paraphrase identification[C]∥Proc of the 2015 Conference of the North American Chapter of the Association for Computational Linguistics:Human Language Technologies,2015:901-911.
|
[9] |
Mueller J,Thyagarajan A.Siamese recurrent architectures for learning sentence similarity[C]∥Proc of the 30th AAAI Conference on Artificial Intelligence,2016:2786-2792.
|
[10] |
Pontes E L,Huet S,Linhares A C,et al.Predicting the semantic textual similarity with siamese CNN and LSTM[J].arXiv:1810.10641,2018.
|
[11] |
Yuan Lei,Gao Shu,Guo Miao,et al.Paraphrase identification based on hierarchical neural network[J].Journal of Harbin Institute of Technology,2020,52(10):175-182.(in Chinese)
|
[12] |
Chen Q, Zhu X D,Ling Z H,et al.Enhanced LSTM for na- tural language inference[C]//Proc of the 55th Annual Meeting of the Association for Computational Linguistics,2017:1657-1668.
|
[13] |
Yang R Q,Zhang J H,Gao X,et al.Simple and effective text matching with richer alignment features[C]∥Proc of the 57th Annual Meeting of the Association for Computational Linguistics,2019:4699-4709.
|
[14] |
Vaswani A,Shazeer N,Parmar N,et al.Attention is all you need[J].Advances in Neural Information Processing Systems,2017,30:5998-6008.
|
[15] |
CCKS Microbank intelligent customer service question matching competition[EB/OL].[2018-12-15].https://www.biendata.com/co-mpetition/CCKS2018_3/leaderboard.(in Chinese)
|
[16] |
CHIP Ping An medical technology intelligent patient health consultation question matching competition[EB/OL].[2018-12-15].http://icrc.hitsz.edu.cn/chip2018/Task.html.(in Chinese)
|
[17] |
Yin W,Schütze H,Xiang B,et al.ABCNN:Attention-based convolutional neural network for modeling sentence pairs[J].Transactions of the Association for Computational Linguistics,2016,4:259-272.
|
[18] |
Wang Z G,Hamza W,Florian R.Bilateral multi-perspective matching for natural language sentences[C]∥Proc of the 26th International Joint Conference on Artificial Intelligence,2017:4144-4150.
|
|
附中文参考文献:
|
[1] |
王寒茹,张仰森.文本相似度计算研究进展综述[J].北京信息科技大学学报(自然科学版),2019,34(1):68-74.
|
[2] |
刘文,马慧芳,脱婷,等.融合共现距离和区分度的短文本相似度计算方法[J].计算机工程与科学,2018,40(7):1281-1286.
|
[3] |
牛永洁,田成龙.融合多因素的TFIDF关键词提取算法研究[J].计算机技术与发展,2019,29(7):80-83.
|
[4] |
肖宝, 李璞, 蒋运承. 混合词汇特征和LDA的语义相关度计算方法[J].计算机工程与应用,2017,53(12):152-157.
|
[11] |
袁蕾,高曙,郭淼,等.层次化神经网络模型下的释义识别方法[J].哈尔滨工业大学学报,2020,52(10):175-182.
|
[15] |
CCKS微众银行智能客服问句匹配大赛[EB/OL].[2018-12-15].https://www.biendata.com/competition/CCKS- 2018_3/leaderboard.
|
[16] |
CHIP平安医疗科技智能患者健康咨询问句匹配大赛[EB/OL].[2018-12-15].http://icrc.hitsz.edu.cn/chip2018/Task.html.
|