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Interpretability Analysis for Named Entity Recognition to Understand System Predictions and How They Can Improve.
Oshin Agarwal
Yinfei Yang
Byron C. Wallace
Ani Nenkova
Published in:
CoRR (2020)
Keyphrases
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named entity recognition
information extraction
named entities
natural language processing
conditional random fields
expert systems
semi supervised
unsupervised learning
maximum entropy
text summarization
information retrieval
decision trees
feature extraction
similarity measure
data analysis