diff --git a/docs/experiments-msmarco-document.md b/docs/experiments-msmarco-document.md
index b6c82125..f5444d77 100644
--- a/docs/experiments-msmarco-document.md
+++ b/docs/experiments-msmarco-document.md
@@ -115,3 +115,5 @@ If you were able to replicate these results, please submit a PR adding to the re
 
 
 ## Replication Log
+
++ Results replicated by [@HangCui0510](https://github.com/HangCui0510) on 2020-07-08 (commit [`f2e078e`](https://github.com/HangCui0510/pygaggle/commit/f2e078e47c87156925a9151632753be861ec403d)) (Tesla P100)
diff --git a/requirements.txt b/requirements.txt
index e97e587a..1c76c3a1 100644
--- a/requirements.txt
+++ b/requirements.txt
@@ -8,6 +8,6 @@ scipy>=1.4
 spacy==2.2.4
 tensorboard>=2.1.0
 tensorflow>=2.2.0rc1
-tokenizers>=0.7
+tokenizers==0.7
 tqdm==4.45.0
-transformers>=2.9.0
+transformers==2.10.0