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Advanced Graph-Based Deep Learning for Probabilistic Type Inference
Dynamically typed languages such as JavaScript and Python have emerged as the most popular programming languages in use. Important …
Fangke Ye, Jisheng Zhao, Vivek Sarkar
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MISIM: A Neural Code Semantics Similarity System Using the Context-Aware Semantics Structure
Code semantics similarity can be used for many tasks such as code recommendation, automated software defect correction, and clone …
Fangke Ye, Shengtian Zhou, Anand Venkat, Ryan Marcus, Nesime Tatbul, Jesmin Jahan Tithi, Niranjan Hasabnis, Paul Petersen, Timothy Mattson, Tim Kraska, Pradeep Dubey, Vivek Sarkar, Justin Gottschlich
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