Improving Distant Supervision for Information Extraction Using Label Propagation Through Lists.
Lidong BingSneha ChaudhariRichard C. WangWilliam W. CohenPublished in: EMNLP (2015)
Keyphrases
- label propagation
- information extraction
- semi supervised
- semi supervised learning
- community detection
- class labels
- natural language processing
- labeled data
- constrained spectral clustering
- unlabeled data
- active learning
- machine learning
- text mining
- information retrieval
- supervised learning
- text classification
- named entities
- text documents
- pairwise constraints
- clustering algorithm