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- W4285236565 abstract "Prompt-based paradigm has shown its competitive performance in many NLP tasks. However, its success heavily depends on prompt design, and the effectiveness varies upon the model and training data. In this paper, we propose a novel dual context-guided continuous prompt (DCCP) tuning method. To explore the rich contextual information in language structure and close the gap between discrete prompt tuning and continuous prompt tuning, DCCP introduces two auxiliary training objectives and constructs input in a pair-wise fashion.Experimental results demonstrate that our method is applicable to many NLP tasks, and can often outperform existing prompt tuning methods by a large margin in the few-shot setting." @default.
- W4285236565 created "2022-07-14" @default.
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- W4285236565 date "2022-01-01" @default.
- W4285236565 modified "2023-09-26" @default.
- W4285236565 title "Dual Context-Guided Continuous Prompt Tuning for Few-Shot Learning" @default.
- W4285236565 doi "https://doi.org/10.18653/v1/2022.findings-acl.8" @default.
- W4285236565 hasPublicationYear "2022" @default.
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