Word Sense Disambiguation based on Constrained Random Walks in Linked Semantic Networks.
Arkadiusz JanzMaciej PiaseckiPublished in: RANLP (2019)
Keyphrases
- semantic network
- word sense disambiguation
- wordnet
- spreading activation
- natural language processing
- semantic relations
- co occurrence
- semantic net
- semantic information
- knowledge base
- text documents
- unsupervised word sense disambiguation
- semantic similarity
- semantic role labeling
- highly ambiguous
- natural language text
- information extraction
- keywords
- word sense
- part of speech
- linguistic knowledge
- machine translation
- knowledge sources
- domain specific
- text mining
- data sets