BriefGPT.xyz
May, 2018
一种强大的自学习方法：全无监督跨语言词嵌入映射
A robust self-learning method for fully unsupervised cross-lingual mappings of word embeddings
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Mikel Artetxe, Gorka Labaka, Eneko Agirre
TL;DR
本文提出了一种新的无监督初始化和稳健的自学习算法来学习跨语言词嵌入，成功地克服了传统方法在更实际的语境下所面临的困难，并在标准数据集上取得了最佳效果，甚至超过了以往的监督式系统。
Abstract
Recent work has managed to learn
cross-lingual word embeddings
without parallel data by mapping monolingual embeddings to a shared space through
adversarial training
. However, their evaluation has focused on favo
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