E3: Issue-Level Backtesting for Automated Research Critique 事件

E3: Issue-Level Backtesting for Automated Research Critique arXiv:2605.27072v1 Announce Type: new Abstract: We present E3, an automated review assistant that augments reviewers and engineering teams by identifying decision-relevant technical concerns in research papers. For each concern, E3 reports its nature, its location, its bearing on the contribution, and the analysis or evidence that would resolve it, covering unsupported claims, missing ablations, weak baselines, hidden assumptions, thre