Collective Entity Disambiguation with Structured Gradient Tree Boosting.
Yi YangOzan IrsoyKazi Shefaet RahmanPublished in: CoRR (2018)
Keyphrases
- named entity disambiguation
- tree structured data
- classification trees
- tree structure
- co occurrence
- learning algorithm
- named entities
- structured data
- real world
- wordnet
- weighted sums
- tree nodes
- tree models
- structured learning
- tree construction
- gradient information
- tree structures
- collective intelligence
- word sense disambiguation
- edge detection
- b tree
- natural language processing
- entity identification
- ensemble methods
- training data
- tree search
- gradient method
- r tree
- data structure
- gradient direction
- feature selection
- text mining
- face detection