Papers by Hadrien Glaude
A Closer Look At Feature Space Data Augmentation For Few-Shot Intent Classification (D19-61)
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| Challenge: | Recent studies have focused on the problem of generalizing from a few examples per category. |
| Approach: | They propose to use feature space data augmentation methods to improve intent classification performance in few-shot setting. |
| Outcome: | The proposed methods improve intent classification performance in few-shot setting beyond transfer learning approaches. |