NeurIPS papers that fit no community often get the harshest reviews

andrewgwils · x · 2026-07-25

NeurIPS review quality can vary sharply depending on which subcommunity a paper is assigned to, and papers that do not clearly fit any community often fare the worst.

The quote argues that these “no-man’s-land” papers are precisely the ones research communities most need, because they are often torn apart by confident misunderstanding rather than evaluated on their actual merit.

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