RNN Transducers for Named Entity Recognition with constraints on alignment for understanding medical conversations.
Hagen SoltauIzhak ShafranMingqiu WangLaurent El ShafeyPublished in: INTERSPEECH (2022)
Keyphrases
- named entity recognition
- information extraction
- natural language processing
- named entities
- maximum entropy
- text summarization
- conditional random fields
- semi supervised
- nearest neighbor
- hand coded
- relation extraction
- recurrent neural networks
- classifier ensemble
- annotated corpus
- text mining
- information retrieval
- maximum entropy classifier
- data analysis
- feature selection
- artificial intelligence
- machine learning
- data mining
- proper names
- databases