A shallow layer that mixes generic and domain-specific word embeddings improves sentiment classification accuracy on small datasets by up to 8% in the reported experiments.
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Shallow Domain Adaptive Embeddings for Sentiment Analysis
A shallow layer that mixes generic and domain-specific word embeddings improves sentiment classification accuracy on small datasets by up to 8% in the reported experiments.