Data as of Jul 25, 2026 · Based on 2,718,867 AI responses across 9,511 prompts · See how Parse measures this
CTRLsum is a generic controllable text summarization system that allows users to manipulate summaries using control tokens like keywords or prefixes. It achieves strong performance on datasets such as CNN/Dailymail and is available as a PyTorch implementation with pretrained models on Hugging Face.
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Sources
arxiv.org shapes more of what AI says about CTRLsum than any other source, at 100% of its citations.