A Supervised Classification Approach for Measuring Relational Similarity between Word Pairs.
Danushka BollegalaYutaka MatsuoMitsuru IshizukaPublished in: IEICE Trans. Inf. Syst. (2011)
Keyphrases
- supervised classification
- word pairs
- semantic similarity
- semantic similarity measure
- semantic relations
- supervised learning
- unsupervised learning
- similarity scores
- topic models
- text corpora
- relational databases
- data model
- semantic relationships
- noun modifier
- co occurrence
- similarity measure
- wordnet
- similarity measurement
- image segmentation
- semantic information
- vector space model
- machine learning
- information retrieval systems
- dimensionality reduction
- pattern recognition
- reinforcement learning
- decision trees
- computer vision