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Vijay Marupudi

2 accepted papers

2025

Alignment of CNN and Human Judgments of Geometric and Topological Concepts

AAAI 2025technical

AI and ML are poised to provide new insights into mathematical cognition and development. Here, we focus on the domains of geometry and topology (GT). According to one prominent developmental perspective, infants possess core knowledge of GT concepts, presumably underwritten by dedicated neural circ…

Cited by 0SourcePDFScholar
2023

Numeric Magnitude Comparison Effects in Large Language Models

ACL 2023findings

Large Language Models (LLMs) do not differentially represent numbers, which are pervasive in text. In contrast, neuroscience research has identified distinct neural representations for numbers and words. In this work, we investigate how well popular LLMs capture the magnitudes of numbers (e.g., that…

Cited by 10SourcePDFScholar