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Shirish Shevade

2 accepted papers

2022

Efficient Constituency Tree based Encoding for Natural Language to Bash Translation

NAACL 2022long

Bash is a Unix command language used for interacting with the Operating System. Recent works on natural language to Bash translation have made significant advances, but none of the previous methods utilize the problem’s inherent structure. We identify this structure andpropose a Segmented Invocation…

2019

Neural Attribution for Semantic Bug-Localization in Student Programs

NeurIPS 2019poster

Providing feedback is an integral part of teaching. Most open online courses on programming make use of automated grading systems to support programming assignments and give real-time feedback. These systems usually rely on test results to quantify the programs' functional correctness. They return f…