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cs.CL2019★ 6 cited
dpUGC: Learn Differentially Private Representation for User Generated Contents
Xuan-Son Vu, Son N. Tran, Lili Jiang
This paper firstly proposes a simple yet efficient generalized approach to apply differential privacy to text representation (i.e., word embedding). Based on it, we propose a user-…
cs.CL2019
ETNLP: a visual-aided systematic approach to select pre-trained embeddings for a downstream task
Xuan-Son Vu, Thanh Vu, Son N. Tran +1
Given many recent advanced embedding models, selecting pre-trained word embedding (a.k.a., word representation) models best fit for a specific downstream task is non-trivial. In th…