diff --git a/notes.md b/notes.md
index f620fe7dab7..04d842ae7ea 100644
--- a/notes.md
+++ b/notes.md
@@ -143,3 +143,4 @@
 2018-11-14T03:18:00 - Testing bigger LLM config, referencing 'Attention Is All You Need' (pytorch)
 2018-11-14T23:58:00 - Refactor for clarity, might break a few tests though (pytorch)
 2018-12-16T02:43:00 - Minor doc updates: linking to article on quantization (pytorch)
+2018-12-16T20:49:00 - Implementing approach from a new paper read last night (pytorch)