75 citations · 224 across the 23 of their papers we have counts for
Showing 2018Show all
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cs.CL2018★ 7 cited
Multi-Source Cross-Lingual Model Transfer: Learning What to Share
Xilun Chen, Ahmed Hassan Awadallah, Hany Hassan +2
Modern NLP applications have enjoyed a great boost utilizing neural networks models. Such deep neural models, however, are not applicable to most human languages due to the lack of…
cs.CL2018★ 9 cited
Unsupervised Multilingual Word Embeddings
Xilun Chen, Claire Cardie
Multilingual Word Embeddings (MWEs) represent words from multiple languages in a single distributional vector space. Unsupervised MWE (UMWE) methods acquire multilingual embeddings…
cs.CL2018★ 19 cited
Multinomial Adversarial Networks for Multi-Domain Text Classification
Xilun Chen, Claire Cardie
Many text classification tasks are known to be highly domain-dependent. Unfortunately, the availability of training data can vary drastically across domains. Worse still, for some…