Human Performance on the AI Legal Case Verdict Classification Task.
Jack MumfordKatie AtkinsonTrevor J. M. Bench-CaponPublished in: JURIX (2023)
Keyphrases
- machine learning
- pattern recognition
- classification accuracy
- artificial intelligence
- classification method
- class labels
- support vector
- support vector machine
- legal cases
- machine learning methods
- support vector machine svm
- knowledge based systems
- expert systems
- benchmark datasets
- decision trees
- preprocessing
- supervised learning
- image classification
- case based reasoning
- unsupervised learning
- feature extraction
- feature vectors
- semi supervised
- decision rules
- feature selection
- learning algorithm
- pattern classification
- cost sensitive
- human level
- legal knowledge
- data mining