Empirical Assessment of kNN-MT for Real-World Translation Scenarios.
Pedro Henrique MartinsJoão AlvesTânia VazMadalena GonçalvesBeatriz SilvaMarianna BuchicchioJosé G. C. de SouzaAndré F. T. MartinsPublished in: EAMT (2023)
Keyphrases
- knn
- real world
- k nearest neighbor
- machine translation
- nearest neighbor
- k nearest neighbour
- text categorization
- distance function
- query translation
- knn algorithm
- text classification
- feature selection
- machine learning
- neural network
- data sets
- knn classifier
- nearest neighbour
- classification method
- vector quantization
- support vector machine svm
- range queries
- cross language information retrieval
- classification algorithm
- similarity search
- locality sensitive hashing
- graph construction
- k nearest
- knn classification
- test instances
- nearest neighbor algorithm
- multiscale
- shows significant improvements
- hierarchical document clustering