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Cross Domain Sentiment Classification with Target Domain Specific Information

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Figure

Figure 1: Top indicators extracted with logisticregression for Book and Kitchen domains
Figure 2: The general architecture of the proposed model. The source data Xs and target data Xt aremapped to a domain invariant representation and a target domain specific representation by feature mapsEc and Et, respectively
Figure 3: The distribution of source and target data in the hidden space of different representations
Figure 4: Proxy A-distance between domains ofthe Amazon benchmark for the 4 different tasks.

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