Improving generative statistical parsing with semi-supervised word clustering.
Marie CanditoBenoît CrabbéPublished in: IWPT (2009)
Keyphrases
- semi supervised
- unsupervised learning
- semi supervised clustering
- information theoretic
- semi supervised learning
- supervised learning
- clustering algorithm
- instance level constraints
- constrained clustering
- data clustering
- clustering method
- word order
- data driven
- generative model
- labeled data
- multi view
- k means
- active learning
- hierarchical clustering
- statistical analysis
- co occurrence
- pairwise constraints
- chinese word segmentation
- pairwise
- semi supervised classification
- dependency parsing
- metric learning
- natural language
- unlabeled data
- grammar induction
- semi supervised clustering algorithm
- syntactic categories
- syntactic analysis
- word alignment
- cluster analysis
- high dimensional data
- anomaly detection
- training set
- keywords