diff --git a/README.md b/README.md
index b405b8c..34895c4 100644
--- a/README.md
+++ b/README.md
@@ -55,8 +55,8 @@ The model name in string.
 The default value is "facebook/dpr-ctx_encoder-single-nq-base".
 
 Supported model names:
-- "facebook/dpr-ctx_encoder-single-nq-base"
-- "facebook/dpr-ctx_encoder-multiset-base"
+- facebook/dpr-ctx_encoder-single-nq-base
+- facebook/dpr-ctx_encoder-multiset-base
 
 <br />