diff --git a/scripts/data_convert/msmarco/README.md b/scripts/data_convert/msmarco/README.md
index 21b43447..e0bfd2c6 100644
--- a/scripts/data_convert/msmarco/README.md
+++ b/scripts/data_convert/msmarco/README.md
@@ -2,6 +2,6 @@
 1. [Document ranking](DOCS.md)
 2. [Passage ranking](PASSAGES.md)
 3. Step-by-step notebooks to reproduce our run submitted 
-[to the MS MARCO leaderboard in December 2020](https://microsoft.github.io/msmarco/#docranking).
-  * [One notebook](MSMARCO_docs_2020-12-06_complete.ipynb) reproduces all steps necessary to download the data, preprocess it, and train all the models.
-  * [The second notebook](MSMARCO_docs_2020-12-06_processed_data_and_precomp_model1.ipynb) operates on preprocessed data in FlexNeuART JSONL format. It does not require running GIZA to generate IBM Model 1 (these models are already trained).
+[to the MS MARCO leaderboard in December 2020](https://microsoft.github.io/msmarco/#docranking):
+    * [One notebook](MSMARCO_docs_2020-12-06_complete.ipynb) reproduces all steps necessary to download the data, preprocess it, and train all the models.
+    * [The second notebook](MSMARCO_docs_2020-12-06_processed_data_and_precomp_model1.ipynb) operates on preprocessed data in FlexNeuART JSONL format. It does not require running GIZA to generate IBM Model 1 (these models are already trained).