Reuse and Adaptation for Entity Resolution through Transfer Learning.
Saravanan ThirumuruganathanShameem Ahamed Puthiya ParambathMourad OuzzaniNan TangShafiq R. JotyPublished in: CoRR (2018)
Keyphrases
- transfer learning
- entity resolution
- information extraction
- record linkage
- data cleaning
- labeled data
- markov logic
- machine learning
- active learning
- reinforcement learning
- cross domain
- text classification
- query processing
- structure learning
- semi supervised learning
- data integration
- text categorization
- collaborative filtering
- markov networks
- link prediction
- transfer knowledge
- machine learning algorithms
- text mining
- unlabeled data
- natural language processing
- learning algorithm
- database
- target domain
- pairwise
- database systems
- data sets