565 citations · 1.2k across the 34 of their papers we have counts for
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cs.CL2014
Learning Word Representations with Hierarchical Sparse Coding
Dani Yogatama, Manaal Faruqui, Chris Dyer +1
We propose a new method for learning word representations using hierarchical regularization in sparse coding inspired by the linguistic study of word meanings. We show an efficient…
cs.CL2014★ 3 cited
"Translation can't change a name": Using Multilingual Data for Named Entity Recognition
Manaal Faruqui
Named Entities (NEs) are often written with no orthographic changes across different languages that share a common alphabet. We show that this can be leveraged so as to improve nam…