Fine-Tuning MultiFit for Enhanced Legal Sentence Basis Classification.
David Josué Barrientos RojasBruno J. T. FernandesCleyton M. O. RodriguesLeandro H. de S. SilvaAllana RochaPaulo Christiano SobralPublished in: LA-CCI (2023)
Keyphrases
- fine tuning
- classification accuracy
- automatic classification
- machine learning
- decision trees
- pattern recognition
- support vector machine
- training samples
- pattern classification
- text classification
- supervised learning
- natural language
- support vector
- feature vectors
- image classification
- document classification
- classification process
- neural network
- benchmark datasets
- case based reasoning
- feature extraction
- feature selection
- class labels
- svm classifier
- machine learning methods
- classification rules
- unsupervised learning
- classification models
- data sets
- artificial intelligence and law