diff --git a/README.md b/README.md
index fc41ed8..a916552 100644
--- a/README.md
+++ b/README.md
@@ -171,7 +171,7 @@ Our code and evaluation metric use Apache License 2.0. The Terms of use for our
 
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-We would like to thank Dr. [Ibrahim Almakky](https://scholar.google.co.uk/citations?user=T9MTcK0AAAAJ&hl=en) for his helps in implementing the dataloader cache machanism of loading large-size training samples and Jiayi Zhu for his efforts in re-organizing our code and dataset. 
+We would like to thank Dr. [Ibrahim Almakky](https://scholar.google.co.uk/citations?user=T9MTcK0AAAAJ&hl=en) for his helps in implementing the dataloader cache mechanism of loading large-size training samples and Jiayi Zhu for his efforts in re-organizing our code and dataset. 
 
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