{"type": "article", "title": "Automatic Reviewers Fail to Detect Faulty Reasoning in Research Papers: A New Counterfactual Evaluation Framework", "publisher": "Web Pulse", "url": "https://wpnews.pro/news/automatic-reviewers-fail-to-detect-faulty-reasoning-in-research-papers-a-new", "original_source": "https://aclanthology.org/2026.tacl-1.22/", "published": "2026-10-07T00:00:00+00:00", "accessed": "2026-10-08", "id": "automatic-reviewers-fail-to-detect-faulty-reasoning-in-research-papers-a-new"}