A Python library for calculating a large variety of metrics from text
python nlp statistics spacy readability descriptive-statistics syntactic-analysis spacy-extension readability-scores dependency-distance
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- Python
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readability-scores
Here are 30 public repositories matching this topic...
[BEA @ ACL 2023] General-purpose tool for linguistic features extraction; Tested on readability assessment, essay scoring, fake news detection, hate speech detection, etc.
python natural-language-processing text-analysis spacy feature-extraction linguistic-features reading-time readability-scores handcrafted-features word-difficulty bea-workshop
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- Python
[EMNLP 2021] LingFeat - A Comprehensive Linguistic Features Extraction ToolKit for Readability Assessment
nlp natural-language-processing text-classification discourse spacy feature-extraction lexical-analysis readability-metrics flesch-kincaid semantic-analysis syntactic-analysis linguistic-analysis text-simplification readability-scores
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- Python
✍️ 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
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- Python
Reduce content complexity
markdown documentation quality actions comment report pull-request readability reporter comments pull-requests action readability-metrics md comment-bot comment-system readability-scores github-actions readability-level readability-tests
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- TypeScript
Optimizing Readability Using Genetic Algorithms
machine-learning optimization readability smog readability-metrics optimization-algorithms flesch-kincaid automated-readability automated-readability-scores readability-scores readability-tests
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- Python
FinRAD: Financial Readability Assessment Dataset - 13,000+ Definitions of Financial Terms for Measuring Readability
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- Jupyter Notebook
How readable is your text? Provide a text input and get its grade level. Validated against the source data.
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Simple, super-lightweight gem for calculating the Flesch Kincaid score in Ruby
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- Ruby
Repo for maintaining the code base for hybrid readability index application called Lisibilite
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- Python
[EACL 2023] use text-to-text models (BART, T5) for readability assessment
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A relatively fast, functional prose text counter with readability scoring.
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- Python
This script calculates the readability index of text. The LIX, or readability index, measures how difficult a text is to read. It is calculated as the percentage of words longer than six letters plus the average number of words per sentence.
python nlp-machine-learning lix readability-scores language-analysis dutch-language swedish-language danish-language norwegian-language rix
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- Python
I use various techniques for analyzing the Stanford Congressional Records. Specifically, we will be looking at
r sentiment-analysis congress dfm topic-modeling immigration tf-idf text-analytics kwic tidyr quanteda lexical-diversity readability-scores tokenizing stanford-congressional-speeches
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- R
📚 Analyze stylistic differences in AI-generated flash fiction to understand model diversity and writing patterns across various LLMs.
javascript nlp bdd css-in-js form-validation principal-component-analysis clustering-algorithm file-validation readability-scores vocabulary-richness writing-styles-detection stylometric-features authorship-analysis self-archive-research novel-writing llm ai-novels fiction-generator
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- Python
SmoothText is a Python library for calculating readability scores of texts and statistical information for texts in multiple languages.
python german turkish python3 english nltk readability flesch-reading-ease flesch-kincaid-grade-level readability-metrics flesch-kincaid wiener-sachtextformel readability-scores atesman bezirci-yilmaz
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- Python
Readability Formulas and Reading Time Statistics
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- Python
NeoVim plugin to calculate the readability of text.
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- Lua
Frequency -based readability index
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- Jupyter Notebook
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