diff --git a/_projects/-1_ema-nesterov.md b/_projects/-1_ema-nesterov.md
index 9ea38c2..b933cca 100644
--- a/_projects/-1_ema-nesterov.md
+++ b/_projects/-1_ema-nesterov.md
@@ -2,11 +2,9 @@
 layout: page
 title: EMA-Nesterov
 slug: ema-nesterov
-description: Nesterov's acceleration as an optimizer plugin.
+description: Nesterov's acceleration as an optimizer plugin. EMA-Nesterov applies low-pass filtered lookahead before each optimization step to accelerate convergence.
 img: assets/img/projects/ema_nesterov_river_valley.png
 importance: -1
 category: research
 redirect: https://github.com/OptimAI-Lab/ema-nesterov-module
----
-
-EMA-Nesterov uses low-pass filtered lookahead before every optimization step to accelerate convergence.
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+---
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