A staged tree-of-thought framework called T3 raises LLM-based automated program repair success rates by about 10 to 12 percentage points over chain-of-thought prompting on the MODIT B2Fs and B2Fm benchmarks.
CodeT5+: Open code large language models for code understanding and generation,
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$T^3$: Multi-level Tree-based Automatic Program Repair with Large Language Models
A staged tree-of-thought framework called T3 raises LLM-based automated program repair success rates by about 10 to 12 percentage points over chain-of-thought prompting on the MODIT B2Fs and B2Fm benchmarks.