Predicting the Semantic Textual Similarity with Siamese CNN and LSTM.
Elvys Linhares PontesStéphane HuetAndréa Carneiro LinharesJuan-Manuel Torres-MorenoPublished in: CoRR (2018)
Keyphrases
- semantic similarity
- natural language
- similarity measure
- semantic similarity measure
- semantic distance
- sentence similarity
- similarity measurement
- semantic information
- multimedia
- word similarity
- semantic web
- cellular neural networks
- semantic representation
- information retrieval
- metadata
- distance measure
- wordnet
- semantic description
- neural network
- domain specific
- recurrent neural networks
- semantic features
- structural similarity
- semantic analysis
- semantic web technologies
- word pairs
- similarity function
- visual representations
- textual features
- human generated
- semantic labels
- co occurrence
- image retrieval
- similarity relations
- convolutional neural network
- edit distance