A Semi-Supervised BERT Approach for Arabic Named Entity Recognition.
Chadi HelweGhassan DibMohsen ShamasShady ElbassuoniPublished in: WANLP@COLING (2020)
Keyphrases
- named entity recognition
- semi supervised
- semi supervised learning
- labeled data
- active learning
- pairwise
- text summarization
- unlabeled data
- unsupervised learning
- supervised learning
- relation extraction
- pos taggers
- sequence labeling
- information extraction
- generative model
- annotated corpus
- named entities
- classifier ensemble
- machine learning
- natural language processing
- image processing
- maximum entropy
- graphical models
- markov random field
- weakly supervised
- natural language
- data sets
- maximum entropy classifier
- named entity disambiguation