Santa Fe Institute Papers

Browse 2 peer-reviewed papers from Santa Fe Institute spanning LLM Generalization, Analogy Solving (2024). Research powered by Prolific's high-quality participant data.

This page lists 2 peer-reviewed papers from researchers at Santa Fe Institute in the Prolific Citations Library, a curated collection of research powered by high-quality human data from Prolific.

Papers (2 of 2)

Can Large Language Models Generalize Analogy Solving Like Children Can?

Authors: Claire E. Stevenson⋄

Year: 2024

Published in: ArXiv

Institution: Santa Fe Institute, University of Amsterdam

Research Area: LLM Generalization, Analogy Solving, Cognitive Development, Artificial Intelligence in Psychology

Discipline: Cognitive Science, Artificial Intelligence
Using Counterfactual Tasks to Evaluate the Generality of Analogical Reasoning in Large Language Models

Authors: Martha Lewis, Melanie Mitchell

Year: 2024

Published in: ArXiv

Institution: Santa Fe Institute, University of Bristol

Research Area: LLM Analogical Reasoning, Counterfactual Evaluation, Generality of AI Reasoning

Discipline: Artificial Intelligence