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
+
-
Instruction induction
+
Instruction induction
Our approach significantly outperforms APE and InstructZero on the task of instruction induction.
@@ -265,7 +266,7 @@
Table 1: Average test accuracy achie
-
Improving instruction for summarization tasks
+
Improving instruction for summarization tasks
We demonstrate the capability of our INSTINCT for instruction optimization across a variety of tasks.
@@ -286,7 +287,7 @@
Table 2: Instruction optimization on
-
Improving chain-of-thought prompts
+
Improving chain-of-thought prompts
We improve COT prompts on multiple arithmetic reasoning tasks.
@@ -306,7 +307,7 @@
Table 3: The best zero-shot CoT inst
-
Further improvement with one-shot in-context learning
+
Further improvement with one-shot in-context learning
We see wider potential applications of our INSTINCT through its combination with in-context learning.