المؤلفون: 張禎尹

المساهمون: 邱淑怡, Chiu, Shu-I

مصطلحات موضوعية: 情緒分析, 多標籤資料不平衡, 相似詞替換, NRC情感辭典, 雙向長短期記憶網絡（BiLSTM）, NRC情感辭典 （EmoLex）, 掩碼語言模型（MLM）, emotion analysis, EmoLex, multi-label data imbalance, synonym replacement, Bidirectional Long Short-Term Memory (BiL STM), Masked Language Model (MLM)

وصف الملف: 4425172 bytes; application/pdf

Relation: [1] Zi-xian Liu, De-gan Zhang, Gu-zhao Luo, Ming Lian, and Bing Liu. A new method of emotional analysis based on cnn–bilstm hybrid neural network. Cluster Computing, 23:2901–2913, 2020. [2] Cuiyan Wang, Riyu Pan, Xiaoyang Wan, Yilin Tan, Linkang Xu, Roger S McIntyre, Faith N Choo, Bach Tran, Roger Ho, Vijay K Sharma, et al. A longitudinal study on the mental health of general population during the covid-19 epidemic in china. Brain, behavior, and immunity, 87:40–48, 2020. [3] Tian-Ru Huang. Did covid-19 form an unexpected shield? post-pandemic suicide deaths surge to a 14-year high: ”so many more people” in two groups. The Storm Media, 2024. [4] Jasmin Bogatinovski, Ljupčo Todorovski, Sašo Džeroski, and Dragi Kocev. Comprehensive comparative study of multi-label classification methods. Expert Systems with Applications, 203:117215, 2022. [5] Alex Graves and Alex Graves. Long short-term memory. Supervised sequence labelling with recurrent neural networks, pages 37–45, 2012. [6] Mike Schuster and Kuldip K Paliwal. Bidirectional recurrent neural networks. IEEE transactions on Signal Processing, 45(11):2673–2681, 1997. [7] Christos Pavlatos, Evangelos Makris, Georgios Fotis, Vasiliki Vita, and Valeri Mladenov. Enhancing electrical load prediction using a bidirectional lstm neural network. Electronics, 12(22):4652, 2023. [8] Yann LeCun, Léon Bottou, Yoshua Bengio, and Patrick Haffner. Gradient-based learning applied to document recognition. Proceedings of the IEEE, 86(11):2278–2324, 1998. [9] Yoon Kim. Convolutional neural networks for sentence classification, 2014. [10] Kai Zhou and Fei Long. Sentiment analysis of text based on cnn and bi-directional lstm model. pages 1–5, 2018. [11] Saif M Mohammad and Peter D Turney. Crowdsourcing a word–emotion association lexicon. Computational intelligence, 29(3):436–465, 2013. [12] Qihuang Zhang, Grace Y. Yi, Li-Pang Chen, and Wenqing He. Sentiment analysis and causal learning of covid-19 tweets prior to the rollout of vaccines. PLOS ONE, 18(2):e0277878, February 2023. ISSN 1932-6203. doi:10.1371/journal.pone. 0277878. [13] Jacob Devlin, Ming-Wei Chang, Kenton Lee, and Kristina Toutanova. Bert: Pretraining of deep bidirectional transformers for language understanding. arXiv preprint arXiv:1810.04805, 2018. [14] Ritesh Kumar. Augment your small dataset using transformers: Synonym replacement for sentiment analysis part 1. Towards Data Science, 2020. [15] Qihuang Zhang, Grace Y Yi, Li-Pang Chen, and Wenqing He. Sentiment analysis and causal learning of covid-19 tweets prior to the rollout of vaccines. Plos one, 18 (2):e0277878, 2023. [16] Hua Qian and Craig R Scott. Anonymity and self-disclosure on weblogs. Journal of Computer-Mediated Communication, 12(4):1428–1451, 2007. [17] Marcus Müller, Sabine Bartsch, and Jens O Zinn. Communicating the unknown: An interdisciplinary annotation study of uncertainty in the coronavirus pandemic. International Journal of Corpus Linguistics, 26(4):498–531, 2021. [18] Sun Peng. Jieba: Chinese word segmentation tool. 2012. [19] Tomasz Szandała. Review and comparison of commonly used activation functions for deep neural networks. Bio-inspired neurocomputing, pages 203–224, 2021. [20] Yupeng Chang, Xu Wang, Jindong Wang, Yuan Wu, Linyi Yang, Kaijie Zhu, Hao Chen, Xiaoyuan Yi, Cunxiang Wang, Yidong Wang, et al. A survey on evaluation of large language models. ACM Transactions on Intelligent Systems and Technology, 15(3), 2024.; G0111753136; https://nccur.lib.nccu.edu.tw//handle/140.119/153378; https://nccur.lib.nccu.edu.tw/bitstream/140.119/153378/1/313601.pdf

الاتاحة: https://nccur.lib.nccu.edu.tw//handle/140.119/153378
https://nccur.lib.nccu.edu.tw/bitstream/140.119/153378/1/313601.pdf