FLAWS: A Benchmark for Error Identification and Localization in Scientific Papers

arXiv:2511.21843 · cs.CL, cs.AI, cs.DL, cs.LG · Submitted 2025-11-26 · Read on arXiv

cs.CL, cs.AI, cs.DL, cs.LG

Submitted: 2025-11-26

Updated: 2026-10-22

Terminology

• Benchmark — 5× in this paper · explained in 2 episodes
• Localization — 3× in this paper · explained in 2 episodes
• Papers — 3× in this paper · explained in 3 episodes
• Accuracy — 1× in this paper · explained in 1 episode
• Core — 1× in this paper · explained in 2 episodes
• Fault Localization Across Writing in Science — 1× in this paper
• Language Models (LLMs) — 1× in this paper · explained in 2 episodes
• Large Language Models (LLMs) — 1× in this paper · explained in 8 episodes

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