SimiHawk at SemEval-2016 Task 1: A Deep Ensemble System for Semantic Textual Similarity.
Peter PotashWilliam BoagAlexey RomanovVasili RamanishkaAnna RumshiskyPublished in: SemEval@NAACL-HLT (2016)
Keyphrases
- semantic similarity
- similarity measure
- natural language
- sentence similarity
- word sense disambiguation
- semantic similarity measure
- semantic distance
- sense disambiguation
- ensemble learning
- neural network
- semantic knowledge
- random forest
- semantic information
- distance measure
- keywords
- metadata
- ensemble methods
- training set
- similarity relations
- similarity measurement
- wordnet
- semantic representation
- visual similarity
- multi class
- feature selection
- co occurrence
- word similarity
- individual features
- cross language information retrieval
- random forests
- distance function
- semantic network
- similarity function