ZeroER: Entity Resolution using Zero Labeled Examples.
Renzhi WuSanya ChabaSaurabh SawlaniXu ChuSaravanan ThirumuruganathanPublished in: SIGMOD Conference (2020)
Keyphrases
- labeled examples
- entity resolution
- semi supervised
- semi supervised learning
- active learning
- unlabeled data
- labeled data
- multiple instance learning
- record linkage
- training examples
- information extraction
- data cleaning
- supervised learning
- text classification
- query processing
- training set
- co training
- markov networks
- transfer learning
- data integration
- link prediction
- class labels
- positive examples
- training data
- learning problems
- graphical models
- database
- unsupervised learning
- multi class
- database systems
- information retrieval
- domain knowledge
- cost sensitive
- natural language processing