Semantic Text Encoding for Text Classification Using Convolutional Neural Networks.
Ignazio GalloShah NawazAlessandro CalefatiPublished in: WML@ICDAR (2017)
Keyphrases
- text classification
- convolutional neural networks
- text representation
- semantic features
- text data
- text documents
- text mining
- semantic information
- text classifiers
- arabic text
- bag of words
- linguistic analysis
- automatic text classification
- semantic content
- semantic representations
- document categorization
- semantically related
- text categorization
- rhetorical structure theory
- feature selection
- naive bayes
- textual entailment
- training corpus
- semantic network
- convolutional network
- semantic structure
- machine learning
- cross media
- information retrieval
- document classification
- n gram
- word pairs
- semantic markup
- linguistic information
- textual data
- keywords
- natural language
- semantic web
- database
- data mining
- knn
- natural language text
- sentiment analysis
- semantic annotation
- text retrieval
- semantic similarity
- sentiment classification
- multi label
- co occurrence
- information extraction
- semantic parsing
- recognizing textual entailment
- low level features
- high level
- data cleaning
- text collections