Semantic Textual Similarity with Siamese Neural Networks.
Tharindu RanasingheConstantin OrasanRuslan MitkovPublished in: RANLP (2019)
Keyphrases
- neural network
- semantic similarity
- natural language
- similarity measure
- semantic web
- semantic similarity measure
- sentence similarity
- pattern recognition
- artificial neural networks
- semantic information
- semantic distance
- fuzzy logic
- distance function
- feed forward
- semantic annotation
- domain specific
- multimedia
- neural nets
- similarity relations
- semantic knowledge
- semantic relationships
- keywords
- low level
- back propagation
- neural network model
- high level
- multilayer perceptron
- distance measure
- multi layer
- training process
- knn
- co occurrence
- word pairs
- semantic labels
- word similarity
- wordnet
- metadata
- learning algorithm