Retrieving Comparative Arguments using Ensemble Methods and Neural Information Retrieval.
Viktoria ChekalinaAlexander PanchenkoPublished in: CoRR (2023)
Keyphrases
- ensemble methods
- information retrieval
- prediction accuracy
- machine learning methods
- random forests
- benchmark datasets
- ensemble learning
- decision trees
- base classifiers
- neural network
- generalization ability
- random forest
- majority voting
- classifier ensemble
- decision tree ensembles
- text mining
- base learners
- imbalanced data
- data sets
- machine learning
- ensemble classifier
- multiple models
- ensemble members
- ensemble feature selection
- bootstrap sampling
- trade off
- information extraction
- drifting concepts
- bias variance analysis
- machine learning algorithms