ICLR Submissions Exceed 50,000, Researchers Propose Hybrid Human-LLM Review
With over 50,000 ICLR submissions requiring an estimated 150 person-years of review effort, researcher Shayan Kiyani proposes a hybrid human-LLM review pipeline with an AI pre-screening round to address the reviewer shortage.
2026-09-20 ~ 2026-09-20 · 2 related posts
- Episode 1: ICLR 2026 Submissions Top 50,000 as AI Slop Overwhelms Peer Review(2026-09-19, 13 posts)
- Episode 2: ICLR 2027 Submissions Top 62K, Exceeding All Previous Years Combined(2026-09-19, 35 posts)
- Episode 3: ICLR Submissions Exceed 50,000, Researchers Propose Hybrid Human-LLM Review(2026-09-20, 2 posts)
- Episode 4: ICLR Submissions Surge Past 50,000, Sparking Debate(2026-09-20, 4 posts)
- Episode 5: ICLR 2027 tops 60k submissions, sparking calls for peer-review reform(2026-09-21, 8 posts)
- Episode 6: ICLR 2027 Sees 60k+ Submissions, Sparking Debate Over Paper Inflation(2026-09-21, 5 posts)
- With 50k+ ICLR submissions, researchers propose hybrid human-LLM peer review orchestration — HamedSHassani · 2026-09-20
- 50,000 ICLR submissions equal 150 person-years of reviews; proposal: AI-only screening round first — DJiafei · 2026-09-20