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Robust Cross-lingual Embeddings from Parallel Sentences

28 Dec 2019epfml/sent2vec

Recent advances in cross-lingual word embeddings have primarily relied on mapping-based methods, which project pretrained word embeddings from different languages into a shared space through a linear transformation.

CROSS-LINGUAL DOCUMENT CLASSIFICATION DOCUMENT CLASSIFICATION WORD EMBEDDINGS ZERO-SHOT CROSS-LINGUAL DOCUMENT CLASSIFICATION