Loss-based Active Learning for Named Entity Recognition.
Le Thai LinhMinh-Tien NguyenGuido ZucconGianluca DemartiniPublished in: IJCNN (2021)
Keyphrases
- named entity recognition
- active learning
- semi supervised
- information extraction
- named entities
- natural language processing
- maximum entropy
- conditional random fields
- text summarization
- labeled data
- hand coded
- relation extraction
- machine learning
- supervised learning
- annotated corpus
- classifier ensemble
- sequence labeling
- learning algorithm
- databases
- unsupervised learning
- learning process
- generative model
- artificial intelligence
- data sets
- proper names
- text mining
- prior knowledge
- pairwise
- object recognition
- clustering algorithm
- image processing
- e learning
- computer vision