Reconstructed similarity for faster GANs-based word translation to mitigate hubness.
Dejun ZhangMengting LuoFazhi HePublished in: Neurocomputing (2019)
Keyphrases
- statistical machine translation
- similarity measure
- translation model
- machine translation system
- sentence similarity
- machine translation
- euclidean distance
- word similarity
- high dimensional spaces
- n gram
- co occurrence
- similarity measurement
- target language
- english words
- similarity function
- word alignment
- pointwise mutual information
- query translation
- similarity metric
- word sense disambiguation
- semantic similarity
- distance function
- dimensionality reduction
- sentence level
- word pairs
- cross language information retrieval
- source language
- out of vocabulary
- nearest neighbor
- high dimensional