Beyond Flesch-Kincaid: Prompt-based Metrics Improve Difficulty Classification of Educational Texts.
Donya RooeinPaul RöttgerAnastassia ShaitarovaDirk HovyPublished in: CoRR (2024)
Keyphrases
- classification systems
- support vector
- feature extraction
- classification accuracy
- decision trees
- support vector machine svm
- image classification
- classification scheme
- automatic classification
- unsupervised learning
- benchmark datasets
- support vector machine
- classification process
- evaluation metrics
- decision rules
- text classification
- feature space
- training set
- pattern recognition
- classification algorithm
- classification rules
- learning technologies
- distance education
- document classification
- dimensionality reduction
- classification rate
- machine learning