Entity-Switched Datasets: An Approach to Auditing the In-Domain Robustness of Named Entity Recognition Models.
Oshin AgarwalYinfei YangByron C. WallaceAni NenkovaPublished in: CoRR (2020)
Keyphrases
- named entity recognition
- named entities
- information extraction
- natural language processing
- named entity recognizer
- maximum entropy
- conditional random fields
- domain specific
- classifier ensemble
- text summarization
- machine learning
- probabilistic model
- information retrieval
- semi supervised
- learning process
- artificial intelligence
- annotated corpus