Unsupervised Estimation of Word Usage Similarity.
Marco LuiTimothy BaldwinDiana McCarthyPublished in: ALTA (2012)
Keyphrases
- pointwise mutual information
- word sense induction
- similarity measure
- word similarity
- unsupervised learning
- co occurrence
- unsupervised manner
- estimation accuracy
- semantic similarity
- euclidean distance
- word sense disambiguation
- sentence similarity
- syntactic categories
- text queries
- estimation process
- machine learning
- similarity function
- distance function
- semi supervised
- feature selection
- density estimation
- edit distance
- estimation algorithm
- word sense
- parameter estimation
- related words
- wordnet
- data driven
- distance measure
- keywords