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@@ -25,4 +25,43 @@ dataset = datasets.load_dataset(dataset)
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  statement_train, y_train = dataset["train"]["statement"], dataset["train"]["label"]
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  statement_val, y_train = dataset["validation"]["statement"], dataset["validation"]["label"]
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  statement_test, y_test = dataset["test"]["statement"], dataset["test"]["label"]
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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  ```
 
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  statement_train, y_train = dataset["train"]["statement"], dataset["train"]["label"]
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  statement_val, y_train = dataset["validation"]["statement"], dataset["validation"]["label"]
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  statement_test, y_test = dataset["test"]["statement"], dataset["test"]["label"]
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+ ```
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+
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+ ## Citation
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+
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+ If you find our work useful in your research, please consider citing:
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+
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+
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+ ```bibtex
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+ @article{xu2024enhanced,
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+ author={Xu, Cheng and Kechadi, M-Tahar},
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+ journal={IEEE Access},
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+ title={An Enhanced Fake News Detection System With Fuzzy Deep Learning},
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+ year={2024},
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+ volume={12},
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+ number={},
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+ pages={88006-88021},
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+ keywords={Fake news;Fuzzy logic;Benchmark testing;Social networking (online);Deep learning;Task analysis;Natural language processing;Classification algorithms;Deep learning;fuzzy deep learning;fake news;fake news detection;fact-checking;NLP;classification systems;benchmark},
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+ url={https://doi.org/10.1109/ACCESS.2024.3418340},
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+ doi={10.1109/ACCESS.2024.3418340}}
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+ ```
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+
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+
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+ ```bibtex
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+ @inproceedings{xu2023fuzzy,
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+ author = {Xu, Cheng and Kechadi, M-Tahar},
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+ title = {Fuzzy Deep Hybrid Network for Fake News Detection},
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+ year = {2023},
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+ isbn = {9798400708916},
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+ publisher = {Association for Computing Machinery},
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+ address = {New York, NY, USA},
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+ url = {https://doi.org/10.1145/3628797.3628971},
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+ doi = {10.1145/3628797.3628971},
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+ booktitle = {Proceedings of the 12th International Symposium on Information and Communication Technology},
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+ pages = {118–125},
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+ numpages = {8},
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+ keywords = {Classification Systems, Deep Learning, Hybrid Learning Models, Fuzzy Deep Learning, Fake News Detection},
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+ location = {<conf-loc>, <city>Ho Chi Minh</city>, <country>Vietnam</country>, </conf-loc>},
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+ series = {SOICT '23}
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+ }
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  ```