GazPNE: annotation-free deep learning for place name extraction from microblogs leveraging gazetteer and synthetic data by rules.
Xuke HuHussein S. Al-OlimatJens KerstenMatti WiegmannFriederike KlanYeran SunHongchao FanPublished in: Int. J. Geogr. Inf. Sci. (2022)
Keyphrases
- synthetic data
- deep learning
- unsupervised learning
- unsupervised feature learning
- machine learning
- data sets
- real world
- extraction rules
- active learning
- information extraction
- named entities
- automatic extraction
- deep architectures
- real image data
- object recognition
- named entity recognition
- metadata
- decision making
- image retrieval
- online learning
- pairwise
- clustering algorithm