diff --git a/document_classifier_with_LLMs_as_labelers.ipynb b/document_classifier_with_LLMs_as_labelers.ipynb
index 34a4fd1..4dd8b82 100644
--- a/document_classifier_with_LLMs_as_labelers.ipynb
+++ b/document_classifier_with_LLMs_as_labelers.ipynb
@@ -7146,7 +7146,7 @@
       "source": [
         "## Getting the Taxonomy\n",
         "\n",
-        "Now, we have an unlabeled dataset in the `records` list. We want to train a classifier that take a titles and an abstract of an article and predicts its topic according to a given taxonomy.\n",
+        "Now, we have an unlabeled dataset in the `records` list. We want to train a classifier that takes titles and an abstract of an article and predicts its topic according to a given taxonomy.\n",
         "\n",
         "We will use the [IPTC NewsCodes](https://iptc.org/standards/newscodes/) taxonomy which is used by the world's largest news agencies, such as Agence France-Presse, Associated Press, and Reuters.\n",
         "\n",