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Supervised bilingual-dictionary linear map fitting

Techniquebeginner

Fits a single linear transformation between two independently, monolingually trained word-embedding spaces using a small seed bilingual dictionary, then validates the map by real held-out word-translation accuracy.

Used in (1 observation)

structure: Linear Subspace · models: word2vec skip-gram (WMT11, English), word2vec (Spanish monolingual corpus) · paper: Exploiting Similarities among Languages for Machine Translation