diff --git a/labs/l2/NLP-L2.ipynb b/labs/l2/NLP-L2.ipynb
index c431306284941af3503551ac4044a8b960e941ce..b33db1df42106b3c11093e293d8502d32d62008b 100644
--- a/labs/l2/NLP-L2.ipynb
+++ b/labs/l2/NLP-L2.ipynb
@@ -11,7 +11,7 @@
    "cell_type": "markdown",
    "metadata": {},
    "source": [
-    "In this lab you will implement and train two neural language models: the fixed-window model mentioned in Lecture 1.3, and the recurrent neural network model from Lecture 1.5. You will evaluate these models by computing their perplexity on a benchmark dataset."
+    "In this lab you will implement and train two neural language models: the fixed-window model mentioned in Lecture 2.3, and the recurrent neural network model from Lecture 2.5. You will evaluate these models by computing their perplexity on a benchmark dataset."
    ]
   },
   {