Principle:ThreeSR Awesome Inference Time Scaling Entry Format Verification

Metadata
Knowledge Sources	Awesome Inference Time Scaling
Domains	Open_Source, Version_Control, Curation
Last Updated	2026-02-14 00:00 GMT

Overview

Entry Format Verification is the concept of validating that a contributed paper entry conforms to the repository's template format before submission, ensuring consistency across hundreds of entries in the curated list.

Description

The Awesome Inference Time Scaling repository contains a large and growing number of paper entries. For the list to remain useful and navigable, every entry must follow the same structural format. Entry Format Verification is the quality assurance step where a contributor (or reviewer) checks that a newly added entry matches the template defined in README.md (lines 39-51).

This verification is a manual review process -- the repository does not include automated linting or CI checks for entry formatting. The contributor must visually inspect their entry against the template and confirm that all required fields are present, correctly formatted, and properly linked.

The fields subject to verification are:

• Title line -- Must begin with the 🔹 emoji and contain a markdown link to the arXiv abstract page (https://arxiv.org/abs/{id}).
• arXiv PDF Link -- Must use the 🔗 emoji prefix and link to the PDF (https://arxiv.org/pdf/{id}).
• Authors -- Must use the 👤 emoji prefix and list all authors separated by commas.
• Date -- Must use the 🗓️ emoji prefix and follow the YYYY-MM-DD format.
• Publisher -- Must use the 📑 emoji prefix and name the venue (e.g., NeurIPS 2024, arXiv.org).
• Abstract -- Must use the 📝 emoji prefix and wrap the abstract text in a collapsible <details> / <summary> HTML block.

Usage

Use this principle after composing a paper entry and before committing and pushing changes. Specifically:

• After manually filling in the entry template.
• After generating an entry using the fetch_semantic_info.py script (the output should still be verified).
• During self-review before opening a pull request.
• As a reviewer when evaluating someone else's contribution.

Practical Guide

The verification process follows this checklist:

PROCESS: Entry Format Verification

FOR EACH new paper entry:

  1. CHECK title line:
       - Starts with 🔹
       - Contains [Title](https://arxiv.org/abs/{arxivId})
       - arXiv ID is valid and resolves

  2. CHECK arXiv PDF link:
       - Prefixed with 🔗
       - Format: [Paper Link](https://arxiv.org/pdf/{arxivId})
       - PDF URL matches the abstract URL's arXiv ID

  3. CHECK authors:
       - Prefixed with 👤
       - Authors listed, comma-separated
       - Names match the paper's actual author list

  4. CHECK date:
       - Prefixed with 🗓️
       - Format: YYYY-MM-DD
       - Date is valid and corresponds to the paper's publication

  5. CHECK publisher:
       - Prefixed with 📑
       - Names the correct venue or "arXiv.org" for preprints

  6. CHECK abstract:
       - Prefixed with 📝
       - Wrapped in <details> and <summary>Expand</summary> tags
       - Abstract text is present and not truncated
       - The </details> closing tag is present

  7. RENDER preview (optional):
       - View the markdown in a renderer to confirm visual correctness
       - Verify the collapsible block expands/collapses properly

IF all checks pass -> Entry is ready for commit and pull request
IF any check fails -> Correct the entry before proceeding

Related Pages

• Implementation:ThreeSR_Awesome_Inference_Time_Scaling_Entry_Format_Review -- Concrete review checklist for manually verifying entry format compliance.