critiques

Teaching AI to Give Higher Video Critiques

While Large Vision-Language Models (LVLMs) could be useful aides in interpreting a number of the more arcane or difficult submissions in computer vision literature, there's one area where they're hamstrung: determining the merits and...

AI-written critiques help humans notice flaws

We trained “critique-writing” models to explain flaws in summaries. Human evaluators find flaws in summaries way more often when shown our model’s critiques. Larger models are higher at self-critiquing, with scale improving critique-writing greater...

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