Extract then Distill: Efficient and Effective Task-Agnostic BERT Distillation

Author:

Chen Cheng,Yin Yichun,Shang Lifeng,Wang Zhi,Jiang Xin,Chen Xiao,Liu Qun

Publisher

Springer International Publishing

Reference30 articles.

1. Clark, K., Luong, M.T., Le, Q.V., Manning, C.D.: ELECTRA: pre-training text encoders as discriminators rather than generators. In: ICLR 2019

2. Devlin, J., Chang, M.W., Lee, K., et al.: BERT: pre-training of deep bidirectional transformers for language understanding. In: NAACL 2019

3. Fan, A., Grave, E., Joulin, A.: Reducing transformer depth on demand with structured dropout. In: ICLR (2019)

4. Frankle, J., Carbin, M.: The lottery ticket hypothesis: finding sparse, trainable neural networks. In: ICLR (2018)

5. Gordon, M.A., Duh, K., Andrews, N.: Compressing BERT: studying the effects of weight pruning on transfer learning. In: ACL (2020)

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