Does semantics aid syntax? An empirical study on named entity recognition and classification.
Xiaoshi ZhongErik CambriaAmir HussainPublished in: Neural Comput. Appl. (2022)
Keyphrases
- named entity recognition
- information extraction
- named entities
- natural language processing
- classifier ensemble
- classification accuracy
- pattern recognition
- text summarization
- decision trees
- semi supervised
- machine learning
- annotated corpus
- relation extraction
- maximum entropy
- support vector machine
- feature selection
- text classification
- feature space
- feature extraction
- data mining
- supervised learning
- wordnet
- semantic information
- conditional random fields
- training set
- natural language
- sequence labeling