Stop letting LLMs edit your .bib [D]

Reddit r/MachineLearning / 5/6/2026

💬 OpinionSignals & Early TrendsIdeas & Deep Analysis

Key Points

  • The author reports encountering hallucinated bibliography entries, including cases where citation titles are correct but author lists are wrong.
  • They argue that researchers should manually maintain their own .bib files to ensure prior work is cited accurately rather than relying on LLMs.
  • The piece suggests that harsher penalties should exist for publishing or sharing incorrect, hallucinated citations.
  • It invites readers to share whether they are experiencing the same problem with LLM-assisted citation generation.
  • The underlying concern is that citation errors can undermine trust and research integrity.

It’s shocking how frequently I notice hallucinated citations. For citations of my own papers, I’ve seen 5 in the past couple of months, where the the title is correct but the author list is wrong. When I email the author to let them know, they always blame an LLM for hallucinating.

Is it really that hard to populate the .bib yourself? If you have any respect for research, is it not a basic requirement to make sure you correctly cite the prior literature? I feel there should be harsher penalties for these hallucinated citations.

Are others experiencing the same?

submitted by /u/Pure-Ad9079
[link] [comments]