Evolutionary Verbalizer Search for Prompt-Based Few Shot Text Classification

Author:

Ling Tongtao,Chen LeiORCID,Lai Yutao,Liu Hai-LinORCID

Publisher

Springer Nature Switzerland

Reference20 articles.

1. Blickle, T., Thiele, L.: A comparison of selection schemes used in evolutionary algorithms. Evol. Comput. 4(4), 361–394 (1996)

2. Cui, G., Hu, S., Ding, N., Huang, L., Liu, Z.: Prototypical verbalizer for prompt-based few-shot tuning. In: Proceedings of the 60th Annual Meeting of the Association for Computational Linguistics (ACL), pp. 7014–7024 (2022)

3. Devlin, J., Chang, M.W., Lee, K., Toutanova, K.: BERT: Pre-training of deep bidirectional transformers for language understanding. In: Proceedings of the 2019 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies (NAACL-HLT), pp. 4171–4186 (2019)

4. Ding, N., et al.: OpenPrompt: an open-source framework for prompt-learning. In: Proceedings of the 60th Annual Meeting of the Association for Computational Linguistics: System Demonstrations (ACL), pp. 105–113 (2022)

5. Elsken, T., Metzen, J.H., Hutter, F.: Neural architecture search: a survey. J. Mach. Learn. Res. 20(1), 1997–2017 (2019)

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