MiniExperts: An SVM Approach for Measuring Semantic Textual Similarity.
Hanna BécharaHernani CostaShiva TaslimipoorRohit GuptaConstantin OrasanGloria Corpas PastorRuslan MitkovPublished in: SemEval@NAACL-HLT (2015)
Keyphrases
- semantic similarity
- support vector
- support vector machine svm
- natural language
- similarity measure
- sentence similarity
- semantic similarity measure
- support vector machine
- knn
- semantic information
- similarity measurement
- distance function
- training set
- semantic distance
- semantic knowledge
- semantic features
- text representation
- visual similarity
- word similarity
- svm classifier
- feature selection
- keywords
- feature vectors
- domain ontology
- feature space
- distance measure
- multi class classification
- semantic annotation
- support vectors
- text classification
- semantic web
- semantic network
- domain specific
- word pairs
- machine learning
- similarity function
- classification algorithm
- search engine