Papers by Kamel Yamani
Curriculum Learning for Small Code Language Models (2024.acl-srw)
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| Challenge: | Existing studies have shown that curriculum learning improves performance of code language models when it comes to complex tasks. |
| Approach: | They propose a novel code difficulty assessment metric and introduce a Novel Curriculum Learning schedule that enhances the performance of small decoder-only language models. |
| Outcome: | The proposed model improves on code execution tasks while its effect on code completion is less significant. |