Deep Indexed Active Learning for Matching Heterogeneous Entity Representations.
Arjit JainSunita SarawagiPrithviraj SenPublished in: CoRR (2021)
Keyphrases
- active learning
- entity resolution
- machine learning
- learning algorithm
- keypoints
- feature points
- matching algorithm
- entity identification
- random sampling
- pattern matching
- semi supervised
- image sequences
- image matching
- matching process
- pool based active learning
- training examples
- knowledge base
- active learning strategies
- coreference resolution
- heterogeneous data
- experimental design
- learning process
- graph matching
- named entities
- transfer learning
- data sets
- learning strategies
- supervised learning