AdaDS: Adaptive data selection for accelerating pre-trained language model knowledge distillation

Author:

Zhou QinhongORCID,Li PengORCID,Liu YangORCID,Guan Yuyang,Xing Qizhou,Chen Ming,Sun Maosong,Liu Yang

Funder

National Natural Science Foundation of China

Publisher

Elsevier BV

Subject

Software,Information Systems,Human-Computer Interaction,Computer Vision and Pattern Recognition,Computer Science Applications,Artificial Intelligence

Reference46 articles.

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3. Bentivogli, Luisa, Clark, Peter, Dagan, Ido, Giampiccolo, Danilo, 2009. The Fifth PASCAL Recognizing Textual Entailment Challenge. In: TAC 2009.

4. Brown, Tom, Mann, Benjamin, Ryder, Nick, Subbiah, Melanie, Kaplan, Jared D, Dhariwal, Prafulla, Neelakantan, Arvind, Shyam, Pranav, Sastry, Girish, Askell, Amanda, Agarwal, Sandhini, Herbert-Voss, Ariel, Krueger, Gretchen, Henighan, Tom, Child, Rewon, Ramesh, Aditya, Ziegler, Daniel, Wu, Jeffrey, Winter, Clemens, Hesse, Chris, Chen, Mark, Sigler, Eric, Litwin, Mateusz, Gray, Scott, Chess, Benjamin, Clark, Jack, Berner, Christopher, McCandlish, Sam, Radford, Alec, Sutskever, Ilya, Amodei, Dario, 2020. Language Models are Few-Shot Learners. In: NeurIPS 2020.

5. Cer, Daniel, Diab, Mona, Agirre, Eneko, Lopez-Gazpio, Iñigo, Specia, Lucia, 2017. SemEval-2017 Task 1: Semantic Textual Similarity Multilingual and Crosslingual Focused Evaluation. In: SemEVal 2017.

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