Reddit Post Asks: Withdraw Rejected Paper or Keep Hoping?

The student's dilemma reflects a common fork in the academic publishing pipeline: after receiving lukewarm peer review scores, researchers must decide whether to revise and resubmit to the same venue in hopes of a more favorable outcome, or to pivot to a lower-tier but faster outlet to secure publication credit. In this case, the feedback is encouraging in one respect—reviewers raised no methodological objections—but damaging in another: they did not perceive the paper's core contribution clearly enough. The student's plan to "improve the presentation" suggests they believe the problem is not the research itself but its communication. Withdrawing to revise before submitting to BlackboxNLP (a workshop focused on interpretability in machine learning) may be a sensible path if the student can articulate the "so what" more forcefully. Staying in the ARR cycle carries both risk (scores may not improve) and a longer wait for resolution. For a first-year PhD student unfamiliar with the ACL ARR process, seeking advice from senior colleagues or advisors before deciding is prudent, since the choice will affect both the publication record and the timeline for revisions.