Sequential Span Classification with Neural Semi-Markov CRFs for Biomedical Abstracts.
Kosuke YamadaTsutomu HiraoRyohei SasanoKoichi TakedaMasaaki NagataPublished in: EMNLP (Findings) (2020)
Keyphrases
- semi markov
- conditional random fields
- information extraction
- classification accuracy
- pattern recognition
- decision trees
- pattern classification
- support vector machine svm
- text classification
- image classification
- higher order
- probabilistic model
- support vector
- classification algorithm
- feature space
- named entities
- semantic segmentation
- feature selection
- graphical models
- machine learning
- model selection
- artificial neural networks
- named entity recognition
- biomedical literature