use correct PTB results on demo page
@@ -26,7 +26,7 @@ const description = (
</span>
<a href="https://www.semanticscholar.org/paper/A-Minimal-Span-Based-Neural-Constituency-Parser-Stern-Andreas/593e4e749bd2dbcaf8dc25298d830b41d435e435" target="_blank" rel="noopener noreferrer">{' '} a Minimal Span Based Constituency Parser (Stern et al, 2017)</a>
<span>
- . This model uses <a href="https://arxiv.org/abs/1802.05365">ELMo embeddings</a>, which are completely character based and improve single model performance from 91.77 F1 to 94.11 F1 on the Penn Treebank, a 28% relative error reduction.
+ . This model uses <a href="https://arxiv.org/abs/1802.05365">ELMo embeddings</a>, which are completely character based and improves single model performance from 92.6 F1 to 94.11 F1 on the Penn Treebank, a 20% relative error reduction.
</span>
</span>
);
