Zero-shot Transfer of Article-aware Legal Outcome Classification for European Court of Human Rights Cases.
T. Y. S. S. SantoshOana IchimMatthias GrabmairPublished in: EACL (Findings) (2023)
Keyphrases
- classification accuracy
- classification algorithm
- machine learning
- decision trees
- feature extraction
- preprocessing
- automatic classification
- legal reasoning
- classification rules
- classification systems
- legal cases
- pattern classification
- classification models
- object detection
- classification scheme
- classification process
- class labels
- benchmark datasets
- support vector machine svm
- unsupervised learning
- pattern recognition
- support vector
- feature selection
- neural network
- summer school
- classification rate
- legal argument
- machine learning methods
- classification method
- decision rules
- support vector machine
- feature vectors
- feature space
- data mining