A BERT-based Text Sentiment Classification Algorithm through Web Data

Author:

Li Ganhua1,Kong Bo1,Li Jiancheng1,Fan Henghai1,Zhang Jian1,An Yuan1,Yang Zhenglei1,Danz Shengrong2,Fan Jiancun2

Affiliation:

1. State Key Laboratory of Astronautic Dynamics,Xi'an,China,710043

2. School of Information and Communication Engineering, Xi'an Jiaotong University,Xi'an,China,710043

Funder

National Natural Science Foundation of China

Publisher

IEEE

Reference11 articles.

1. Transductive inference for text classification using support vector machines;joachims;Proceedings of the Sixteenth International Conference on Machine Learning ser ICML '99,1999

2. Multi-strategy chinese weibo sentiment analysis and feature extraction based on hierarchical structure (in chinese);xie;Journal of Chinese Information Processing,2012

3. Emotion modeling based on hidden markov model;wang;Journal of Beijing Agricultural College,2005

4. Subject-specific sentiment analysis of lstm based on deep attention;hu;Application Research of Computers,2019

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1. Multitask Sentiment Analysis and Topic Classification Using BERT;ICST Transactions on Scalable Information Systems;2024-07-11

2. Multi-Task Aspect-Based Sentiment: A Hybrid Sampling and Stance Detection Approach;Applied Sciences;2023-12-29

3. Improved Resume Parsing based on Contextual Meaning Extraction using BERT;2023 7th International Conference on Intelligent Computing and Control Systems (ICICCS);2023-05-17

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