Topics extraction in incremental short texts based on LSTM
作者： Xubo Zhang , Li Zhang
DOI: 10.1007/S13278-020-00699-8
关键词:
摘要: With the development of online social media, the topic extraction of short text has become an important research field. How to extract the topic, especially new topics that have not been …
springer.com
sci-hub.st 参考文章(36)
Joseph Lilleberg, Yun Zhu, Yanqing Zhang, Support vector machines and Word2vec for text classification with semantic features ieee international conference on cognitive informatics and cognitive computing. pp. 136- 140 ,(2015) , 10.1109/ICCI-CC.2015.7259377
Yoshua Bengio, Tomas Mikolov, Marc'Aurelio Ranzato, Grégoire Mesnil, Ensemble of Generative and Discriminative Techniques for Sentiment Analysis of Movie Reviews arXiv: Computation and Language. ,(2014)
David M Blei, Andrew Y Ng, Michael I Jordan, None, Latent dirichlet allocation Journal of Machine Learning Research. ,vol. 3, pp. 993- 1022 ,(2003) , 10.5555/944919.944937
Abhijit Bendale, Terrance Boult, Towards Open World Recognition computer vision and pattern recognition. pp. 1893- 1902 ,(2015) , 10.1109/CVPR.2015.7298799
Daniel Lowd, Pedro Domingos, Naive Bayes models for probability estimation Proceedings of the 22nd international conference on Machine learning - ICML '05. pp. 529- 536 ,(2005) , 10.1145/1102351.1102418
K. Chidananda Gowda, G. Krishna, Agglomerative clustering using the concept of mutual nearest neighbourhood Pattern Recognition. ,vol. 10, pp. 105- 112 ,(1978) , 10.1016/0031-3203(78)90018-3
Sepp Hochreiter, Jürgen Schmidhuber, Long short-term memory Neural Computation. ,vol. 9, pp. 1735- 1780 ,(1997) , 10.1162/NECO.1997.9.8.1735
Dongwen Zhang, Hua Xu, Zengcai Su, Yunfeng Xu, Chinese comments sentiment classification based on word2vec and SVMperf Expert Systems With Applications. ,vol. 42, pp. 1857- 1863 ,(2015) , 10.1016/J.ESWA.2014.09.011
C. Rosenberg, M. Hebert, H. Schneiderman, Semi-Supervised Self-Training of Object Detection Models workshop on applications of computer vision. ,vol. 1, pp. 29- 36 ,(2005) , 10.1109/ACVMOT.2005.107
Bai Xue, Chen Fu, Zhan Shaobin, A Study on Sentiment Computing and Classification of Sina Weibo with Word2vec international congress on big data. pp. 358- 363 ,(2014) , 10.1109/BIGDATA.CONGRESS.2014.59