Attribution gradients consolidate citation evidence and enable incremental unfolding of secondary sources, leading to deeper engagement in a lab study of critical reading tasks for AI answers.
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A 2D spatial canvas that plots revisions by scientific exposition and narrative engagement helps LLM-assisted science writers iterate more reflectively and confidently.
citing papers explorer
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Attribution Gradients: Incrementally Unfolding Citations for Critical Examination of Attributed AI Answers
Attribution gradients consolidate citation evidence and enable incremental unfolding of secondary sources, leading to deeper engagement in a lab study of critical reading tasks for AI answers.
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Spatial Balancing: Designing an LLM-Powered Spatial Externalization Interface for Iterative Science Communication Writing
A 2D spatial canvas that plots revisions by scientific exposition and narrative engagement helps LLM-assisted science writers iterate more reflectively and confidently.