Update app.py

app.py

@@ -29,7 +29,7 @@ df = load_data()
 
 with gr.Blocks() as demo:
     gr.Markdown("# In-Context Learning Embedding and Reranker Benchmark (ICLERB) Leaderboard")
-    gr.Markdown("## Introduction\nIn-Context Learning Embedding and Reranker Benchmark (ICLERB) is a benchmark to evaluate embedding and reranking models used to retrieve examples for In-Context Learning (ICL). The methodology is described in this [paper](https://arxiv.org/abs/2411.18947). ")
+    gr.Markdown("## Introduction\nIn-Context Learning Embedding and Reranker Benchmark (ICLERB) is a benchmark to evaluate embedding and reranker models used to retrieve documents for In-Context Learning (ICL). The methodology is described in this [paper](https://arxiv.org/abs/2411.18947). ")
     gr.Markdown("## Leaderboard")
     gr.Dataframe(df)
     gr.Markdown("## Replicating results\nThe code used to generate these results will be shared on Github soon.")