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Imbalanced Chinese Text Classification Based on Weighted Sampling
2014Traditional text classification methods assume that dataset is balanced. But, in the real world, there are plenty of imbalanced data on which traditional classification methods could not get satisfactory results. Based on comprehensive analysis of existing researches on imbalanced data classification, we propose a data rebalance method based on ...
Hu Li, Peng Zou, Weihong Han, Rongze Xia
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Instance Discrimination for Improving Chinese Text Classification
2023 4th International Conference on Machine Learning and Computer Application, 2023He Hu 0006, Yujue Chen
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Blogger’s Interest Mining Based on Chinese Text Classification
2011In this paper, a new blogger’s interest mining module is proposed, which is based on Chinese text classification. In fact, the problem of the interest mining is transformed into the problem of Chinese text categorization. Before the Chinese text categorization, the text is pre-processed for the text representation.
Suhua Yang +3 more
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A Triplet Network Approach for Chinese Confusing Text Classification
International Conferences on Software Engineering and Knowledge Engineering, 2023Rui Xu +4 more
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A Prompt Tuning Method for Chinese Medical Text Classification
2023Wenhao Li +2 more
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Grammar Guided Embedding Based Chinese Long Text Sentiment Classification
Concurrency Computation Practice and Experience, 2021Shaozi Li, Donglin Cao
exaly
MPCNN with Knowledge Augmentation: A Model for Chinese Text Classification
2022Xiaozeng Zhang, Ailian Fang
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Cut-controller: An Effective Framework for Chinese Text Classification
2022 7th International Conference on Multimedia Systems and Signal Processing (ICMSSP), 2022Jiawei Sun +2 more
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Random Division: An Effective Method for Chinese Text Classification
Proceedings of the 2022 6th International Conference on Natural Language Processing and Information Retrieval, 2022openaire +1 more source
TEXT CLASSIFICATION FOR CHINESE WEB DOCUMENTS
2007Ming Hu, Jianchao Xu, Liang Hu
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