Lexical Semantic Relatedness with Random Graph Walks.
Thad HughesDaniel RamagePublished in: EMNLP-CoNLL (2007)
Keyphrases
- semantic relatedness
- random graphs
- wordnet
- word sense disambiguation
- graph theoretic
- natural language processing
- semantic information
- semantic relations
- co occurrence
- semantic similarity
- phase transition
- semantic features
- domain specific
- computational linguistics
- undirected graph
- relatedness measure
- knowledge base
- background knowledge
- keywords
- small world
- machine learning methods
- machine translation
- text documents
- complex networks
- constraint satisfaction
- random walk
- machine learning