Leveraging Task Dependency and Contrastive Learning for Case Outcome Classification on European Court of Human Rights Cases.
T. Y. S. S. SantoshMarcel Perez San BlasPhillip KemperMatthias GrabmairPublished in: EACL (2023)
Keyphrases
- learning process
- classification accuracy
- machine learning
- learning algorithm
- incremental learning
- language acquisition
- learning systems
- pattern recognition
- supervised learning
- learning tasks
- feature extraction
- case based reasoning
- case base
- class labels
- benchmark datasets
- discriminative learning
- active learning
- support vector
- human learning
- multi category
- learning phase
- statistical learning
- training samples
- case retrieval
- human experts
- learning problems
- machine learning methods
- classification method
- classification algorithm
- data sets
- learning styles
- unsupervised learning
- model selection
- reinforcement learning
- decision trees
- e learning
- neural network