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cs.CL2025
Analogical Reasoning Inside Large Language Models: Concept Vectors and the Limits of Abstraction
Gustaw OpieÅka, Hannes Rosenbusch, Claire E. Stevenson
Analogical reasoning relies on conceptual abstractions, but it is unclear whether Large Language Models (LLMs) harbor such internal representations. We explore distilled representa…
cs.CL2024
Do Large Language Models Solve ARC Visual Analogies Like People Do?
Gustaw OpieÅka, Hannes Rosenbusch, Veerle Vijverberg +1
The Abstraction Reasoning Corpus (ARC) is a visual analogical reasoning test designed for humans and machines (Chollet, 2019). We compared human and large language model (LLM) perf…