Counterfactual explanations for models of code
Author:
Affiliation:
1. TU Wien and Meta Platforms, Inc., Austria
2. UT Austin
3. Meta Platforms, Inc.
Publisher
ACM
Link
https://dl.acm.org/doi/pdf/10.1145/3510457.3513081
Reference48 articles.
1. A Transformer-based Approach for Source Code Summarization
2. code2vec: learning distributed representations of code
3. Learning Autocompletion from Real-World Datasets
4. AI in Software Engineering at Facebook
5. Navigate, Understand, Communicate: How Developers Locate Performance Bugs
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