WeixiangYAN/WhyGen

Explaining ML-powered Code Generation byReferring to Training Examples.

Python
This is stars and forks stats for /WeixiangYAN/WhyGen repository. As of 10 May, 2024 this repository has 48 stars and 12 forks.

WhyGen based on CodeGPT code generator (next line task) Here we describe how to implement the CodeGPT model with training, inference and evaluation, and WhyGen to extract the neurons of the specified layer. The workflow of WhyGen to explain DNN-powered code generation by examples. Task Definition CodeGPT completes the next line given on the previous context, and the model evaluates them by exact matching and edit similarity. In the process of generating the next line, WhyGen first records the neurons...
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