Word Sense Disambiguation for Exploiting Hierarchical Thesauri in Text Classification.
Dimitrios MavroeidisGeorge TsatsaronisMichalis VazirgiannisMartin TheobaldGerhard WeikumPublished in: PKDD (2005)
Keyphrases
- word sense disambiguation
- text classification
- wordnet
- natural language processing
- semantic features
- text mining
- feature selection
- bag of words
- semantic relatedness
- machine translation
- semantic similarity
- domain specific
- information extraction
- word sense
- machine learning
- text categorization
- information retrieval systems
- text documents
- highly ambiguous
- part of speech
- labeled data
- knn
- n gram
- semantic relationships
- image classification
- feature set
- co occurrence
- domain knowledge