Graph-based Semi-Supervised Learning Algorithms for NLP.
Amar SubramanyaPartha Pratim TalukdarPublished in: ACL (Tutorial Abstracts) (2012)
Keyphrases
- semi supervised learning algorithms
- semi supervised
- label propagation
- semi supervised learning methods
- semi supervised learning
- natural language processing
- labeled data
- semi supervised classification
- pairwise
- co training
- unlabeled data
- information extraction
- multi view semi supervised learning
- natural language
- active learning
- question answering
- supervised learning
- unsupervised learning
- machine translation
- text mining
- multi view
- pairwise constraints
- class labels
- community detection
- labeled and unlabeled data
- supervised methods
- named entities
- wordnet
- machine learning
- information retrieval
- multi view learning
- data sets
- decision trees
- weakly supervised
- high dimensional
- single view
- semantic relations