Ensemble methods for improving extractive summarization of legal case judgements.
Aniket DeroyKripabandhu GhoshSaptarshi GhoshPublished in: Artif. Intell. Law (2024)
Keyphrases
- ensemble methods
- extractive summarization
- prediction accuracy
- machine learning methods
- random forests
- ensemble learning
- decision trees
- benchmark datasets
- base classifiers
- random forest
- generalization ability
- drifting concepts
- bootstrap sampling
- markov random field
- genetic programming
- optimization algorithm
- text mining
- probabilistic model
- artificial neural networks
- feature extraction
- majority voting
- neural network