Tree-Transformer: A Transformer-Based Method for Correction of Tree-Structured Data.
Table 1: Sate IV Results
['Architecture', 'Precision', 'Recall', 'F0.5']
During testing, we utilized clangs source-to-source compilation framework to return the tree output of our networks to source code. Our Tree-Transformer model performs better than either of the other two models we considered. We believe this is because source code is more naturally structured as a tree than as a sequence, lending itself to our tree-based model.