Frustratingly Easy Neural Domain Adaptation

COLING 2016 Young-Bum KimKarl StratosRuhi Sarikaya

Popular techniques for domain adaptation such as the feature augmentation method of Daum{\'e} III (2009) have mostly been considered for sparse binary-valued features, but not for dense real-valued features such as those used in neural networks. In this paper, we describe simple neural extensions of these techniques... (read more)

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