Subsequence Based Deep Active Learning for Named Entity Recognition.
Puria RadmardYassir FathullahAldo LipaniPublished in: ACL/IJCNLP (1) (2021)
Keyphrases
- named entity recognition
- active learning
- semi supervised
- named entities
- information extraction
- natural language processing
- maximum entropy
- text summarization
- labeled data
- hand coded
- conditional random fields
- supervised learning
- sequence labeling
- classifier ensemble
- relation extraction
- annotated corpus
- machine learning
- training set
- relevance feedback
- learning process
- artificial intelligence
- text mining
- wordnet
- learning algorithm
- maximum entropy classifier
- query expansion
- generative model
- co occurrence
- principal component analysis
- hidden markov models
- expert systems