Optimizing Arabic Named Entity Recognition through Active Learning and AraBERT.
Hassen MahdhaouiAbdelkarim MarsMounir ZriguiPublished in: INISTA (2023)
Keyphrases
- em algorithm
- named entity recognition
- active learning
- semi supervised
- expectation maximization
- named entities
- information extraction
- natural language processing
- maximum entropy
- text summarization
- machine learning
- conditional random fields
- relation extraction
- sequence labeling
- labeled data
- supervised learning
- proper names
- annotated corpus
- artificial intelligence
- learning algorithm
- learning process
- co occurrence
- pos taggers
- classifier ensemble
- training set
- data mining
- unsupervised learning
- text mining
- chinese named entity recognition
- question answering
- information retrieval systems
- domain specific