Salesforce Research has developed CodeChain, a framework that improves the code generation of Large Language Models (LLMs). CodeChain encourages LLMs to write modularized code through a sequence of self-revisions, enhancing the modularity and accuracy of generated solutions. The framework has shown significant improvements on benchmarks, bridging the gap between LLMs and human programmers.
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