Interpretable semantic textual similarity of sentences using alignment of chunks with classification and regression.
Goutam MajumderPartha PakrayRanjita DasDavid PintoPublished in: Appl. Intell. (2021)
Keyphrases
- natural language
- sentence similarity
- classification accuracy
- support vector
- semantic similarity
- training set
- classification rules
- similarity measure
- feature vectors
- regression model
- machine learning
- decision trees
- regression problems
- image classification
- human generated
- euclidean distance
- linguistic analysis
- text classification
- support vector machine
- distance measure
- syntactic structures
- semantic representations
- multi variate
- numeric values
- regression method
- classification and regression problems
- feature extraction
- multimedia
- semantic features
- nearest neighbour
- model selection
- semantic concepts
- classification algorithm
- semantic information
- semantic web
- feature set
- co occurrence
- information extraction
- pairwise
- keywords
- feature selection