NeurIPS Reference Checker Report[D]

📰 Reddit r/MachineLearning

Learn to fix reference errors in your NeurIPS submission using LLMs and manual checks, and why attention to detail matters

intermediate Published 16 Sept 2026

Action Steps

Run a reference checker tool on your NeurIPS submission to identify potential errors
Manually review the report to identify incorrect author names, venues, and paper titles
Use an LLM to reformat your bib file and double-check for errors
Test your references by searching for them online to verify their existence and accuracy
Apply the corrections to your submission and resubmit to NeurIPS

Who Needs to Know This

Researchers and authors submitting to NeurIPS can benefit from this lesson to ensure accurate references and avoid rejection, and their team members can assist in proofreading and verifying references

Key Insight

💡 Attention to detail is crucial when submitting to NeurIPS, and using LLMs can help but also introduce errors if not carefully reviewed

Full Article

I have received 2nd email from E&D track chairs regarding the reference checker report. I got flagged for 2 references Paper and Venue exist. The author's first name has 2 extra letters. Paper and Venue exist. Of the 3 listed authors, the first names of 2 are incorrect, while the last names are correct. For the 3rd author listed, It is correct. This is a mistake from my end. I have allowed LLM to touch my bib file for formatt

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