Shuai Lu

ReACC: A Retrieval-Augmented Code Completion Framework

2022 · arXiv (Cornell University)

Code completion, which aims to predict the following code token(s) according to the code context, can improve the productivity of software development. Recent work has proved that statistical language modeling with transformers can greatly improve …

Intervention-Based Alignment of Code Search with Execution Feedback

2023

One of the fundamental goals in code search is to retrieve a functionally correct code for a given natural language query. As annotating for correctness requires executing test cases (i.e. obtaining execution feedback), existing code …