Active Learning for Entity Alignment.
Max BerrendorfEvgeniy FaermanVolker TrespPublished in: ECIR (1) (2021)
Keyphrases
- active learning
- semi supervised
- selective sampling
- machine learning
- learning strategies
- random sampling
- supervised learning
- learning algorithm
- entity identification
- image alignment
- named entities
- training set
- training examples
- learning process
- dynamic time warping
- unlabeled data
- pool based active learning
- clustering algorithm
- feature space
- coreference resolution
- transfer learning
- semi supervised learning
- experimental design
- cost sensitive
- natural language processing
- multiple sequence alignment
- crowd sourced
- active learning strategies
- text classification
- procrustes analysis
- imbalanced data classification
- music emotion classification