Monitoring method of public opinion in minor languages using deep learning

Qianli Song; Hua Lai

doi:10.3788/IRLA20210298

[1] Pang Bo, Lee Lillian, Vaithyanatha Shivakumar, et al. Thumbs up Sentiment classification using machine learning techniques[C]Proceedings of Conference on Empirical Methods in Natural Language Processing (EMNLP2002), 2002: 7986.

[2] P Y Liu, J Xun, S D Fei, et al. Subjective sentence recognition based on Hidden Markov Model. Journal of Chinese Information Processing, 30, 206-212(2016).

[3] H J Zhao, H L Liu, J W Ren, et al. News-oriented emotional key sentence extraction and polarity determination. Journal of Shanxi University (Natural Science Edition), 37, 588-594(2014).

[4] J Wang, S Tang, Y X Hang, et al. Chinese-Vietnamese bilingual multi-document news opinion sentence recognition based on sentence association graph. Journal of Computer Applications, 40, 2845-2849(2020).

[5] M M Zhang. Cross-language sentiment classification based on shared space. Information Technology and Informatization, 202-207(2020).

[6] Liu S L, Research on extraction analysis methods of Chinese Vietnamese bilingual news opinion sentences [D]. Kunming: Kunming University of Science Technology, 2017. (in Chinese)

[7] S Q Lin, Z T Yu, J J Guo, et al. Chinese-Vietnamese news perspective sentence extraction methods incorporating multiple features. Journal of Chinese Information Processing, 33, 101-106(2019).

[8] Q Wang, M J Tian, R Y Cui, et al. Bilingual topic word embedding for Chinese-Korean cross-lingual text classification. Journal of Chinese Information Processing, 34, 39-47(2020).

[9] C Kang, S H Zheng, W L Li. Short text classification combining LDA topic model and 2D convolution. Computer Applications and Software, 37, 127-131, 153(2020).

[10] Vu T, Nguyen D Q, Nguyen D Q, et al. VnCeNLP: A vietnamese natural language processing toolkit[C]Proceedings of NAACLHLT, 2018: 5660.

[11] Zhang Jing. Research on viewpoint extraction of chinese comments based on deep learning [D]. Chengdu: Southwest Jiaotong University, 2018. (in Chinese)

[12] S Q Lin, Z T Yu, J J Guo, et al. Chinese-Vietnamese bilingual news sentiment classifications incorporating perspective sentence features. Journal of Kunming University of Science and Technology (Natural Science Edition), 45, 67-73(2020).