Collective Entity Disambiguation with Structured Gradient Tree Boosting.
Yi YangOzan IrsoyKazi Shefaet RahmanPublished in: NAACL-HLT (2018)
Keyphrases
- named entity disambiguation
- tree structured data
- tree structure
- classification trees
- b tree
- data structure
- learning algorithm
- binary tree
- entity identification
- edge detection
- structured data
- tree nodes
- co occurrence
- weighted sums
- natural language
- real world
- tree mining
- tree induction
- machine learning
- image gradient
- tree structures
- leaf nodes
- word sense disambiguation
- r tree
- combining multiple
- weak classifiers
- spanning tree
- ensemble learning
- data sets
- collective behavior
- knowledge base
- linear combination
- natural language processing
- information extraction
- feature vectors
- feature space
- bayesian networks