In this paper, two datasets for text classification were primarily used in the experiments: AG News and IMDB. The AG News dataset is a widely used four-class news dataset, including four categories: World News, Sports News, Business News, and Technology News. The dataset contains a total of 120,000 samples, with 114,000 samples in the training set and the remaining 6,000 samples in the test set. The IMDB dataset is a movie review dataset used for sentiment analysis, primarily for binary classification tasks, i.e., positive and negative reviews.

DOI Link: 
10.21227/f9vv-5898
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[1] Xinxin Li, "AG News and IMDB", IEEE Dataport, 2024. [Online]. Available: http://dx.doi.org/10.21227/f9vv-5898. Accessed: Mar. 14, 2025.
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author = {Xinxin Li },
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title = {AG News and IMDB},
year = {2024} }
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Xinxin Li. (2024). AG News and IMDB. IEEE Dataport. http://dx.doi.org/10.21227/f9vv-5898
Xinxin Li, 2024. AG News and IMDB. Available at: http://dx.doi.org/10.21227/f9vv-5898.
Xinxin Li. (2024). "AG News and IMDB." Web.
1. Xinxin Li. AG News and IMDB [Internet]. IEEE Dataport; 2024. Available from : http://dx.doi.org/10.21227/f9vv-5898
Xinxin Li. "AG News and IMDB." doi: 10.21227/f9vv-5898