A Noise-Robust Loss for Unlabeled Entity Problem in Named Entity Recognition.
Wentao KangGuijun ZhangXiao FuPublished in: CoRR (2022)
Keyphrases
- named entity recognition
- named entities
- information extraction
- natural language processing
- text summarization
- maximum entropy
- named entity disambiguation
- semi supervised
- relation extraction
- unsupervised learning
- named entity recognizer
- co occurrence
- annotated corpus
- question answering
- hand coded
- classifier ensemble
- labeled data
- conditional random fields
- sequence labeling
- chinese named entity recognition
- text mining
- object recognition
- proper names
- unlabeled data
- semi supervised learning
- language model
- data points
- prior knowledge
- training data
- maximum entropy classifier
- knowledge base
- data sets