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cs.CL2020★ 5 cited
Improving Zero Shot Learning Baselines with Commonsense Knowledge
Abhinaba Roy, Deepanway Ghosal, Erik Cambria +3
Zero shot learning -- the problem of training and testing on a completely disjoint set of classes -- relies greatly on its ability to transfer knowledge from train classes to test…
cs.CL2020
KinGDOM: Knowledge-Guided DOMain adaptation for sentiment analysis
Deepanway Ghosal, Devamanyu Hazarika, Abhinaba Roy +3
Cross-domain sentiment analysis has received significant attention in recent years, prompted by the need to combat the domain gap between different applications that make use of se…