Learning Lenient Parsing & Typing via Indirect Supervision

<strong>Validation Set</strong>: We have shared 3 CSV files containing human-annotated validation sets of our paper. <strong>AST and Code Correction</strong>: For generating AST and Code correction, please check the two files, AST.py and Top1.py.<br> In AST.py, we present the output of different parts of the program with an example. Please read that one before Top1.py.<br> We follow the implementation of https://github.com/Lsdefine/attention-is-all-you-need-keras. Please check the remaining code in the above link. We made a minor correction in the dataloader.py to use two separate vocabulary cutoff for input and output. dataloader1.py, transformer1.py, etc. are an exact replication of dataloader.py and transformer.py.<br> Since we are using two models, we did it to avoid any conflict. <strong>TypeFix</strong>: Check the code in TypeFix.zip