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Prompt engineering for text generation: Difference between revisions
Prompt engineering for text generation (view source)
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===Tips for Example Selection=== | ===Tips for Example Selection=== | ||
====Semantically Similar Examples==== | ====Semantically Similar Examples==== | ||
Liu et al. (2021) suggested choosing examples that are semantically similar to the test example by employing [[k-nearest neighbors]] (KNN) clustering in the [[embedding space]].<ref name="”112”">Liu et al. | Liu et al. (2021) suggested choosing examples that are semantically similar to the test example by employing [[k-nearest neighbors]] (KNN) clustering in the [[embedding space]].<ref name="”112”">Liu et al. (2021) What Makes Good In-Context Examples for GPT-3? https://arxiv.org/abs/2101.06804</ref> | ||
====Diverse and Representative Examples==== | ====Diverse and Representative Examples==== | ||