Unsupervised Domain Adaptation for Word Sense Disambiguation using Stacked Denoising Autoencoder.
Kazuhei KounoHiroyuki ShinnouMinoru SasakiKanako KomiyaPublished in: PACLIC (2015)
Keyphrases
- word sense disambiguation
- denoising
- wordnet
- image processing
- natural language processing
- machine translation
- highly ambiguous
- feature generation
- semantic relatedness
- information extraction
- semantic similarity
- word sense
- co occurrence
- part of speech
- linguistic knowledge
- wide coverage
- unsupervised word sense disambiguation
- machine learning methods
- semantic information
- feature set
- text mining
- lexical knowledge
- sense disambiguation
- semantic relations
- learning algorithm
- high level
- computer vision
- search engine