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
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index.html | 9 +++++----
1 file changed, 5 insertions(+), 4 deletions(-)
diff --git a/index.html b/index.html
index 3412c01..915134e 100644
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@@ -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.