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2022.findings-acl.2.pdf
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🔗 Source: aclanthology.org
📊 Size: 558 KB
📄 Pages: 11 pages
⬇️ Downloads: 27

Summary

Researchers propose COMPCODER, a three-stage pipeline for compilable neural code generation, utilizing compiler feedback to improve compilability of generated programs. COMPCODER consists of language model fine-tuning, compilability reinforcement, and compilability discrimination. Experiments on code completion and text-to-code generation tasks demonstrate its effectiveness, improving compilation rates from 44.18 to 89.18 and 70.3 to 96.2, respectively, compared to CodeGPT.

Description

Researchers propose COMPCODER, a three-stage pipeline for compilable neural code generation, utilizing compiler feedback to improve compilability of generated...

Technical Information

  • File Format: PDF
  • File Size: 558 KB
  • Pages: 11
  • Language: EN
  • Total Downloads: 27
  • Last Updated: 3 hours ago

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