Will this Idea Spread Beyond Academia? Understanding Knowledge Transfer of Scientific Concepts across Text Corpora.
Hancheng CaoMengjie ChengZhepeng CenDaniel A. McFarlandXiang RenPublished in: EMNLP (Findings) (2020)
Keyphrases
- knowledge transfer
- text corpora
- concept hierarchy
- knowledge sharing
- transfer learning
- text mining
- document collections
- computational linguistics
- text collections
- text analysis
- topic models
- artificial intelligence
- topic modeling
- case study
- knowledge management
- databases
- text documents
- data mining
- formal concept analysis
- learning tasks
- knowledge base
- feature extraction
- decision trees
- domain ontology
- e learning
- background knowledge
- text categorization
- collaborative filtering
- learning algorithm
- knowledge discovery
- text classifiers
- information retrieval
- active learning