RNN Transducers for Nested Named Entity Recognition with constraints on alignment for long sequences.
Hagen SoltauIzhak ShafranMingqiu WangLaurent El ShafeyPublished in: CoRR (2022)
Keyphrases
- named entity recognition
- long sequences
- named entities
- information extraction
- natural language processing
- text summarization
- maximum entropy
- semi supervised
- conditional random fields
- hand coded
- nearest neighbor
- classifier ensemble
- relation extraction
- recurrent neural networks
- data streams
- annotated corpus
- text mining
- sequence labeling
- chinese named entity recognition
- question answering
- databases
- data analysis
- proper names
- n gram
- named entity disambiguation
- knowledge discovery
- probabilistic model
- active learning
- natural language
- learning environment
- learning algorithm
- machine learning