XFake looks at linguistic aspects of a given text. For example, it looks at the ratio of adjectives that are used.

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- Semantic analysis
- Linguistic analysis
- Ensemble tree visualizations

XFake and Its Functions

Yang, F., Pentyala, S. K., Mohseni, S., Du, M., Yuan, H., Linder, R., Ragan, E. D., Ji, S., & Hu, X. (2019, May). Xfake: Explainable fake news detector with visualizations. In The World Wide Web Conference (pp. 3600-3604).

Xfake: Explainable fake news detector with visualizations

XFake analyzes the semantic relationships between statements.

Semantic Analysis in XFake

Linguistic Analysis in XFake

XFake visualizes the neural networks it utilizes to come to conclusions. Essentially, it creates ensemble tree visualizations, which show the trajectory of the system across different concepts, as well as the final outcome of the network.

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