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Found 5 papers, 3 papers with code
Collaborative Learning of Bidirectional Decoders for Unsupervised Text Style Transfer
In this paper, we propose a collaborative learning framework for unsupervised text style transfer using a pair of bidirectional decoders, one decoding from left to right while the other decoding from right to left.
Wish I Can Feel What You Feel: A Neural Approach for Empathetic Response Generation
Expressing empathy is important in everyday conversations, and exploring how empathy arises is crucial in automatic response generation.
MetaMix: Improved Meta-Learning with Interpolation-based Consistency Regularization
MetaMix can be integrated with any of the MAML-based algorithms and learn the decision boundaries generalizing better to new tasks.
Virtual Mixup Training for Unsupervised Domain Adaptation
Existing methods only impose the locally-Lipschitz constraint around the training points while miss the other areas, such as the points in-between training data.
An Investigation of Few-Shot Learning in Spoken Term Classification
In this paper, we investigate the feasibility of applying few-shot learning algorithms to a speech task.
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