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cs.CL2019
Learning to Deceive with Attention-Based Explanations
Danish Pruthi, Mansi Gupta, Bhuwan Dhingra +2
Attention mechanisms are ubiquitous components in neural architectures applied to natural language processing. In addition to yielding gains in predictive accuracy, attention weigh…
cs.CL2019
AmazonQA: A Review-Based Question Answering Task
Mansi Gupta, Nitish Kulkarni, Raghuveer Chanda +2
Every day, thousands of customers post questions on Amazon product pages. After some time, if they are fortunate, a knowledgeable customer might answer their question. Observing th…