Writing-Styles-Classification-Using-Stylometric-Analysis
JPlag
Writing-Styles-Classification-Using-Stylometric-Analysis | JPlag | |
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1 | 1 | |
97 | 951 | |
- | 2.2% | |
10.0 | 9.8 | |
over 1 year ago | about 14 hours ago | |
Python | Java | |
MIT License | GNU General Public License v3.0 only |
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Writing-Styles-Classification-Using-Stylometric-Analysis
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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.
JPlag
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How good is the CS program at NC State?
For real. The tech is out there: https://github.com/jplag/jplag
What are some alternatives?
fuzzy-c-means - A simple python implementation of Fuzzy C-means algorithm.
dolos - :detective: Source code plagiarism detection
emerge - Emerge is a browser-based interactive codebase and dependency visualization tool for many different programming languages. It supports some basic code quality and graph metrics and provides a simple and intuitive way to explore and analyze a codebase by using graph structures.
SVF - Static Value-Flow Analysis Framework for Source Code
hercules - Detect plagiarism of Github repositories in someone else's code
ItsJustACoincidenceProfessor - "It's just a coincidence professor!" is a plagiarism checker for source code. It uses the Wagner–Fischer algorithm to precisely and accurately determine percentage similarity of two given strings. We also cross reference common sites like GitHub and Stackoverflow, for potential cheating.
ssti-payloads - 🎯 Server Side Template Injection Payloads