Writing-Styles-Classification-Using-Stylometric-Analysis
✍️ An intelligent system that takes a document and classifies different writing styles within the document using stylometric techniques. (by Hassaan-Elahi)
Fake-News-Detection-for-statements-in-Polish-Language
Master thesis repository for thesis topic done at MINI faculty at Warsaw Universit of Technology. (by MarBry111)
Writing-Styles-Classification-Using-Stylometric-Analysis | Fake-News-Detection-for-statements-in-Polish-Language | |
---|---|---|
1 | 1 | |
97 | 1 | |
- | - | |
10.0 | 2.7 | |
over 1 year ago | 3 months ago | |
Python | Jupyter Notebook | |
MIT License | - |
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Activity is a relative number indicating how actively a project is being developed. Recent commits have higher weight than older ones.
For example, an activity of 9.0 indicates that a project is amongst the top 10% of the most actively developed projects that we are tracking.
Stars - the number of stars that a project has on GitHub. Growth - month over month growth in stars.
Activity is a relative number indicating how actively a project is being developed. Recent commits have higher weight than older ones.
For example, an activity of 9.0 indicates that a project is amongst the top 10% of the most actively developed projects that we are tracking.
Writing-Styles-Classification-Using-Stylometric-Analysis
Posts with mentions or reviews of Writing-Styles-Classification-Using-Stylometric-Analysis.
We have used some of these posts to build our list of alternatives
and similar projects. The last one was on 2022-12-05.
-
Models for spam detection on short messages with both text and numerical inputs
Or look into stylistic features and add them to xgboost classifier (https://github.com/ZILiAT-NASK/StyloMetrix - I used those combined with BERT last hidden state for fake news classification and got the best results so far - here repo if you wish to get some inspirations: https://github.com/MarBry111/Fake-News-Detection-for-Social-Media-Posts-in-Polish-Language , https://github.com/Hassaan-Elahi/Writing-Styles-Classification-Using-Stylometric-Analysis here some more inspirations for stylistic features) to enhance the results.
Fake-News-Detection-for-statements-in-Polish-Language
Posts with mentions or reviews of Fake-News-Detection-for-statements-in-Polish-Language.
We have used some of these posts to build our list of alternatives
and similar projects. The last one was on 2022-12-05.
-
Models for spam detection on short messages with both text and numerical inputs
Or look into stylistic features and add them to xgboost classifier (https://github.com/ZILiAT-NASK/StyloMetrix - I used those combined with BERT last hidden state for fake news classification and got the best results so far - here repo if you wish to get some inspirations: https://github.com/MarBry111/Fake-News-Detection-for-Social-Media-Posts-in-Polish-Language , https://github.com/Hassaan-Elahi/Writing-Styles-Classification-Using-Stylometric-Analysis here some more inspirations for stylistic features) to enhance the results.
What are some alternatives?
When comparing Writing-Styles-Classification-Using-Stylometric-Analysis and Fake-News-Detection-for-statements-in-Polish-Language you can also consider the following projects:
JPlag - State-of-the-Art Software Plagiarism & Collusion Detection
fuzzy-c-means - A simple python implementation of Fuzzy C-means algorithm.