Deep Language Models.pdf

Tsimpourlas2023.pdf
Preview of Deep Language Models
🔗 Source: era.ed.ac.uk
📊 Size: 4.91 MB
📄 Pages: 160 pages
⬇️ Downloads: 294

Summary

This thesis proposes three novel approaches to automate software testing and optimisation using deep language models, addressing the challenges of manual effort and expertise in ensuring programs are correct and fast. The contributions include automating the test oracle problem, improving compiler optimisation with predictive models, and generating synthetic programs with BENCHPRESS and BENCHDIRECT, demonstrating the potential of deep learning to simplify program testing and optimisation.

Description

This thesis proposes three novel approaches to automate software testing and optimisation using deep language models, addressing the challenges of manual...

Technical Information

  • File Format: PDF
  • File Size: 4.91 MB
  • Pages: 160
  • Language: EN
  • Total Downloads: 294
  • Last Updated: 18 hours ago

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This PDF document about Deep Language Models provides comprehensive information and guidance. Whether you're a beginner or advanced user, this resource offers valuable insights into Deep Language Models.

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