Measuring Similarity from Word Pair Matrices with Syntagmatic and Paradigmatic Associations.
Jin MatsuokaYves LepagePublished in: CogALex@COLING (2014)
Keyphrases
- measuring similarity
- word pairs
- similarity measure
- semantic similarity
- semantic relations
- association rules
- text corpora
- topic models
- similarity scores
- tf idf
- singular value decomposition
- similarity search
- semantic relationships
- information retrieval
- euclidean distance
- machine learning
- knn
- vector space model
- active learning
- latent semantic analysis
- pairwise
- natural language
- search engine
- distance metric learning