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Title: GitHub - Coral-Lab/vecmap: A framework to learn cross-lingual word embedding mappings

Open Graph Title: GitHub - Coral-Lab/vecmap: A framework to learn cross-lingual word embedding mappings

X Title: GitHub - Coral-Lab/vecmap: A framework to learn cross-lingual word embedding mappings

Description: A framework to learn cross-lingual word embedding mappings - Coral-Lab/vecmap

Open Graph Description: A framework to learn cross-lingual word embedding mappings - Coral-Lab/vecmap

X Description: A framework to learn cross-lingual word embedding mappings - Coral-Lab/vecmap

Opengraph URL: https://github.com/Coral-Lab/vecmap

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https://patch-diff.githubusercontent.com/Coral-Lab/vecmap#vecmap-cross-lingual-word-embedding-mappings
A robust self-learning method for fully unsupervised cross-lingual mappings of word embeddingshttps://arxiv.org/pdf/1805.06297.pdf
Generalizing and improving bilingual word embedding mappings with a multi-step framework of linear transformationshttps://www.aaai.org/ocs/index.php/AAAI/AAAI18/paper/view/16935/16781
Learning bilingual word embeddings with (almost) no bilingual datahttps://aclweb.org/anthology/P17-1042
Learning principled bilingual mappings of word embeddings while preserving monolingual invariancehttps://aclweb.org/anthology/D16-1250
please cite the relevant paper(s)https://patch-diff.githubusercontent.com/Coral-Lab/vecmap#publications
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word2vechttps://github.com/tmikolov/word2vec
fasttexthttps://github.com/facebookresearch/fastText
https://patch-diff.githubusercontent.com/Coral-Lab/vecmap#mapping
https://patch-diff.githubusercontent.com/Coral-Lab/vecmap#evaluation
https://patch-diff.githubusercontent.com/Coral-Lab/vecmap#dataset
Dinu et al. (2014)http://clic.cimec.unitn.it/~georgiana.dinu/down/
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