| Code Summarization without Direct Access to Code - Towards Exploring Federated LLMs for Software Engineering. The corresponding paper has been accepted in EASE-2024, for further details on the code, methodology, and results, please refer https://doi.org/10.1145/3661167.3661210. The study PEFT LoRA fine-tune an open source model Llama2 using python dataset https://github.com/EdinburghNLP/code-docstring-corpus. | |
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| datasets: | |
| - teven/code_docstring_corpus | |
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| language: | |
| - en | |
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| metrics: | |
| - bleu | |
| - meteor | |
| - rouge | |
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| tags: | |
| - llama2 | |
| - Code summary | |
| - EASE conference | |
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