Data As described earlier, the Stanford Sentiment Treebank <cite>(Socher et al., 2013)</cite> has manually annotated, real-valued sentiment values for all phrases in parse trees. This provides us with the training and evaluation data to study the effect of negators with syntax and semantics of different complexity in a natural setting.