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