Multi-Task Identification of Entities, Relations, and Coreference for Scientific Knowledge Graph Construction.
Yi LuanLuheng HeMari OstendorfHannaneh HajishirziPublished in: CoRR (2018)
Keyphrases
- multi task
- graph construction
- scientific knowledge
- multi task learning
- learning tasks
- semi supervised learning
- k nearest neighbor
- knn
- transfer learning
- learning problems
- semi supervised
- feature selection
- multi class
- science learning
- information extraction
- qualitative and quantitative
- metric learning
- design science
- label propagation
- labeled data
- dimensionality reduction
- machine learning
- training data
- pairwise
- spectral clustering
- data clustering
- nearest neighbor
- multi label
- text categorization
- natural images