A hybrid model for finding abbreviation-definition pairs from biomedical abstracts using heuristics-based sequence labeling and perceptron linear classifier.
R. MenahaVE. JayanthiPublished in: Expert Syst. Appl. (2021)
Keyphrases
- hybrid model
- linear classifiers
- sequence labeling
- conditional random fields
- information extraction
- multi class
- named entity recognition
- artificial neural networks
- support vector regression
- svm classifier
- support vector machine svm
- hyperplane
- neural network
- dependency parsing
- structured prediction
- data sets
- pairwise
- generalization error
- learning algorithm
- machine learning
- labeled data
- natural language processing
- active learning
- learning tasks
- principal components
- computer vision
- hyperparameters