NSA: Neuro-symbolic ARC Challenge

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Authors: Paweł Batorski, Jannik Brinkmann, Paul Swoboda
Cited by: 1

Abstract

Proposed transformations primitivesSearch in the space of proposed transformationsFound transformation primitives and parameters Fig. 1: An overview of NSA: given training input-output pairs, a transformer proposes candidate transformation primitives, which the ARGA [6] symbolic search composes into a program whose resulting transformation is applied to the test input to produce the final prediction.

Fields of Study & Subjects

Science Research and Medicine

Publication details

Journal / source
ESANN 2026 proceesdings
Publisher
Ciaco - i6doc.com
Pages
99–104
Publication date
1 January 2026
Language
EN