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Table 1 
Notations used throughout the article.
NotationMeaning
x; xi A word embedding in the source language 
y; yj A word embedding in the target language 
X Matrix containing source word embeddings 
Y Matrix containing target word embeddings 
𝒳; p(xSet (or distribution) of word embeddings in the source language 
𝒴; p(ySet (or distribution) of word embeddings in the target language 
E𝒳 Encoder for source language autoencoder 
D𝒳 Decoder for source language autoencoder 
E𝒴 Encoder for target language autoencoder 
D𝒴 Decoder for target language autoencoder 
𝒵x; q(zx|xDistribution of encoded (or code) vectors for source autoencoder 
𝒵y; q(zy|yDistribution of encoded (or code) vectors for target autoencoder 
Zx Matrix containing source code vectors 
Zy Matrix containing target code vectors 
G Mapper from source codes to target codes 
F Mapper from target codes to source codes 
L𝒳 Language discriminator in the source code space 
L𝒴 Language discriminator in the target code space 
NotationMeaning
x; xi A word embedding in the source language 
y; yj A word embedding in the target language 
X Matrix containing source word embeddings 
Y Matrix containing target word embeddings 
𝒳; p(xSet (or distribution) of word embeddings in the source language 
𝒴; p(ySet (or distribution) of word embeddings in the target language 
E𝒳 Encoder for source language autoencoder 
D𝒳 Decoder for source language autoencoder 
E𝒴 Encoder for target language autoencoder 
D𝒴 Decoder for target language autoencoder 
𝒵x; q(zx|xDistribution of encoded (or code) vectors for source autoencoder 
𝒵y; q(zy|yDistribution of encoded (or code) vectors for target autoencoder 
Zx Matrix containing source code vectors 
Zy Matrix containing target code vectors 
G Mapper from source codes to target codes 
F Mapper from target codes to source codes 
L𝒳 Language discriminator in the source code space 
L𝒴 Language discriminator in the target code space 
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