Update app.py

app.py

@@ -18,7 +18,7 @@ examples = [
 ]
 
 title = "Visually Grounded Embeddings"
-description = 'Get the top 10 nearest neighbors with cosine similarities from a visually grounded word embedding model described in [this paper](https://arxiv.org/abs/2206.08823). These embeddings have been shown to correlate much better with human judgment on [word similarity benchmarks](https://github.com/vecto-ai/word-benchmarks).<br>'
+description = 'Get the top 10 nearest neighbors with cosine similarities from a visually grounded word embedding model described in [this paper](https://arxiv.org/abs/2206.08823). These embeddings have been shown to strongly correlate with human judgment on [word similarity benchmarks](https://github.com/vecto-ai/word-benchmarks).<br>'
 txt = gr.Textbox(lines=1, label="Query word", placeholder="muffin")
 out = gr.Textbox(lines=4, label="top 10 nearest neighbors")