Tagging Funding Agencies and Grants in Scientific Articles using Sequential Learning Models.
Subhradeep KayalZubair AfzalGeorge TsatsaronisSophia KatrenkoPascal CoupetMarius A. DoornenbalMichelle GregoryPublished in: BioNLP (2017)
Keyphrases
- learning models
- scientific articles
- topic modeling
- scientific literature
- machine learning
- learning algorithm
- semi supervised learning
- learning tasks
- loss function
- machine learning algorithms
- conditional random fields
- learning problems
- metadata
- text mining
- training set
- classification models
- topic models
- natural language processing
- supervised learning
- training data
- pairwise
- reinforcement learning
- data mining