Do Words with Certain Part of Speech Tags Improve the Performance of Arabic Text Classification?
Abdulmohsen Al-ThubaityAali AlqarniAhmad AlnafessahPublished in: ICISDM (2018)
Keyphrases
- part of speech
- n gram
- text classification
- unknown words
- training corpus
- text documents
- pos tagging
- pos taggers
- word sense disambiguation
- syntactic categories
- noun phrases
- language model
- bag of words
- lexical information
- natural language processing
- multiword
- language independent
- linguistic information
- chinese word segmentation
- text categorization
- feature selection
- machine learning
- word segmentation
- semantic categories
- text mining
- semantic classes
- language modeling
- word sense
- sentiment analysis
- parse tree
- document retrieval
- document images
- unlabeled data
- semi supervised learning