SEMANT - Feature Group Selection Utilizing FastText-Based Semantic Word Grouping, Scoring, and Modeling Approach for Text Classification.
Daniel VoskergianBurcu Bakir-GungorMalik YousefPublished in: DEXA (2) (2024)
Keyphrases
- text classification
- distributional clustering
- n gram
- semantic features
- bag of words
- selection scheme
- feature selection
- training corpus
- information theoretic
- text categorization
- semantic information
- co occurrence
- text mining
- selection algorithm
- word similarity
- text documents
- sentiment analysis
- feature subset
- labeled data
- term frequency
- knn
- natural language text
- selection criterion
- word sense
- feature vectors
- high level
- visual features
- machine learning