From 21d0d8a9e6626e33aebf37d3159b4012857b897c Mon Sep 17 00:00:00 2001 From: Lin Xiaoqiang <1102904592@qq.com> Date: Thu, 5 Oct 2023 18:51:48 +0800 Subject: [PATCH] enlarge the title --- index.html | 9 +++++---- 1 file changed, 5 insertions(+), 4 deletions(-) diff --git a/index.html b/index.html index 3412c01..915134e 100644 --- a/index.html +++ b/index.html @@ -215,12 +215,13 @@

How does INSTINCT generate higher-quality instructions ac +


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Instruction induction

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Instruction induction

Our approach significantly outperforms APE and InstructZero on the task of instruction induction.

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Table 1: Average test accuracy achie

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Improving instruction for summarization tasks

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Improving instruction for summarization tasks

We demonstrate the capability of our INSTINCT for instruction optimization across a variety of tasks.

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Table 2: Instruction optimization on

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Improving chain-of-thought prompts

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Improving chain-of-thought prompts

We improve COT prompts on multiple arithmetic reasoning tasks.

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Table 3: The best zero-shot CoT inst

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Further improvement with one-shot in-context learning

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Further improvement with one-shot in-context learning

We see wider potential applications of our INSTINCT through its combination with in-context learning.