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20242026
most citedDagma-DCE: Interpretable, Non-Parametric Differentiable Causal Discovery

5 citations · 7 across the 9 of their papers we have counts for

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cs.AI2026

Large Language Models Extend Known Research But Do Not Create New Research Directions

Zhihua Liu, Kurt Butler, Damian Machlanski +2

The success of autonomous research systems relies on the quality of the scientific hypotheses they generate. Recent studies report that human reviewers often rate LLM-generated ide…