writing-styles-extraction

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Hassaan-Elahi / Writing-Styles-Classification-Using-Stylometric-Analysis

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✍️ An intelligent system that takes a document and classifies different writing styles within the document using stylometric techniques.

natural-language-processing artificial-intelligence principal-component-analysis authorship-attribution nlp-machine-learning clustering-algorithm plagiarism-detection unsupervised-machine-learning k-means-clustering lexical-features readability-scores vocabulary-richness writing-styles-detection intrinsic-plagiarism-detection stylometric-features writing-styles-extraction clustered-chunks-of-text authorship-analysis self-archive-research stylometric-techniques

Updated Sep 25, 2020
Python

hayj / DeepStyle

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DeepStyle provides pretrained models aiming to project text in a stylometric space. The base project consists in a new method of representation learning and a definition of writing style based on distributional properties. This repository contains datasets, pretrained models and other ressources that were used to train and test models.

python natural-language-processing writing-styles-extraction

Updated Jan 28, 2021
Jupyter Notebook

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