On Using Ensemble Methods for Chinese Named Entity Recognition.
Chia-Wei WuShyh-Yi JanRichard Tzong-Han TsaiWen-Lian HsuPublished in: SIGHAN@COLING/ACL (2006)
Keyphrases
- ensemble methods
- chinese named entity recognition
- named entities
- prediction accuracy
- benchmark datasets
- random forests
- decision trees
- machine learning methods
- ensemble learning
- random forest
- base classifiers
- named entity recognition
- drifting concepts
- majority voting
- generalization ability
- classifier ensemble
- bootstrap sampling
- text mining
- machine learning algorithms
- base learners
- machine learning
- ensemble feature selection
- artificial neural networks
- training process
- information extraction