Noisy-Labeled NER with Confidence Estimation.
Kun LiuYao FuChuanqi TanMosha ChenNingyu ZhangSongfang HuangSheng GaoPublished in: CoRR (2021)
Keyphrases
- named entity recognition
- named entities
- maximum entropy
- information extraction
- estimation accuracy
- training data
- neural network
- chinese named entity recognition
- confidence level
- noisy data
- conditional random fields
- segmentation method
- high confidence
- confidence measure
- natural language processing
- annotated corpus
- ground truth