From the 1 of 30 linked papers with an AI index.
2 citations · 2 across the 8 of their papers we have counts for
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Combinatorial Creativity: A New Frontier in Generalization Abilities
Samuel Schapiro, Sumuk Shashidhar, Alexi Gladstone +4
Artificial intelligence (AI) systems, and Large Language Models (LLMs) in particular, are increasingly employed for creative tasks like scientific idea generation, constituting a f…
Spark: A System for Scientifically Creative Idea Generation
Aishik Sanyal, Samuel Schapiro, Sumuk Shashidhar +3
Recently, large language models (LLMs) have shown promising abilities to generate novel research ideas in science, a direction which coincides with many foundational principles in…
Transformational Creativity in Science: A Graphical Theory
Samuel Schapiro, Jonah Black, Lav R. Varshney
Creative processes are typically divided into three types: combinatorial, exploratory, and transformational. Here, we provide a graphical theory of transformational scientific crea…