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Summary

  • reference POML and CFPO papers in README and docs
  • add BibTeX citation and CITATION.cff for repository
  • clarify that CFPO paper is a reference and link to correct arXiv preprint

Testing

  • npm run build-webview
  • npm run build-cli
  • npm run lint
  • npm test
  • python -m pytest python/tests

https://chatgpt.com/codex/tasks/task_e_68a52413b964832eaa29da753c8de1be

Copilot AI review requested due to automatic review settings August 20, 2025 02:32
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Pull Request Overview

This PR adds proper attribution and citation information for the POML research by referencing the foundational POML paper and a related research paper on Content-Format Integrated Prompt Optimization.

  • Replaces placeholder research paper references with actual arXiv links
  • Adds formal citation information including BibTeX format and CITATION.cff file
  • Documents two research papers that support the POML framework

Reviewed Changes

Copilot reviewed 3 out of 3 changed files in this pull request and generated 1 comment.

File Description
docs/index.md Adds new "Research Papers" section with references to POML and CFPO papers
README.md Updates research paper links and adds citation section with BibTeX format
CITATION.cff Creates new citation metadata file following Citation File Format standard

Tip: Customize your code reviews with copilot-instructions.md. Create the file or learn how to get started.

year: 2025
url: https://arxiv.org/abs/2508.13948
preferred-citation:
type: article
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Copilot AI Aug 20, 2025

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The citation type 'article' may not be appropriate for an arXiv preprint. Consider using 'unpublished' or 'misc' type instead, as arXiv papers are typically preprints rather than published articles.

Suggested change
type: article
type: unpublished

Copilot uses AI. Check for mistakes.
@ultmaster ultmaster enabled auto-merge (squash) August 20, 2025 02:42
@ultmaster ultmaster merged commit 7c11341 into main Aug 20, 2025
7 checks passed
@ultmaster ultmaster deleted the codex/add-papers-on-poml-and-cfpo branch August 27, 2025 00:53
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2 participants