Construct · 1 fields · 1 citations

instruction tuning: a standalone construct

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Natural language processing

fine-tuning a pretrained language model on many tasks phrased as natural-language instructions, which improves its zero-shot performance on unseen tasks.

In natural language processing, instruction tuning refers to fine-tuning a pretrained language model on many tasks phrased as natural-language instructions, which improves its zero-shot performance on unseen tasks. This meaning comes from Wei (2021) in arXiv.[1]

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Nearby constructs

fine-tuning3 fields · 6 citationsjingle · one word, three constructs model3 fields · 3 citationsjingle · one word, three constructs natural3 fields · 7 citationsjingle · one word, three constructs

References

Wei, J., Bosma, M., Zhao, V. Y., Guu, K., Yu, A. W., Lester, B., Du, N., Dai, A. M., & Le, Q. V. (2021). Finetuned Language Models Are Zero-Shot Learners. arXiv. https://doi.org/10.48550/arxiv.2109.01652

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