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Implicit Rule Induction with Test-Time Task Embeddings in ARC-like Tasks

arXiv cs.AI ↗ · 5d ago Cached

The paper introduces Embed-TTT, a two-step test-time training protocol that improves rule induction in ARC-like tasks by first finetuning task embeddings and then the backbone, leading to better alignment with underlying rules and enhanced performance on benchmarks like ARC-AGI-1 and ConceptARC.

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