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Distilation
PromptMix: A Class Boundary Augmentation Method for Large Language Model Distillation
Data augmentation is a widely used technique to address the problem of text classification when there is a limited amount of training …
Gaurav Sahu
,
Olga Vechtomova
,
Dzmitry Bahdanau
,
Issam H. Laradji
Conference on Empirical Methods in Natural Language Processing (EMNLP), 2023.
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On Difficulties of Probability Distillation
Probability distillation has recently been of interest to deep learning practitioners as it presents a practical solution for sampling …
Chin-Wei Huang
,
Faruk Ahmed
,
Kundan Kumar
,
Alexandre Lacoste
,
Aaron Courville
International Conference on Learning Representations (ICLR), 2019.
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