Leveraging Expert Guided Adversarial Augmentation For Improving Generalization in Named Entity Recognition.
Aaron ReichJiaao ChenAastha AgrawalYanzhe ZhangDiyi YangPublished in: CoRR (2022)
Keyphrases
- named entity recognition
- information extraction
- named entities
- natural language processing
- hand coded
- maximum entropy
- conditional random fields
- text summarization
- semi supervised
- sequence labeling
- annotated corpus
- classifier ensemble
- maximum entropy classifier
- data sets
- relation extraction
- machine learning
- proper names
- data mining
- knowledge representation
- pos tagging
- probabilistic model