conftrace_

counting task

3 papers

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large language model (3) capability transfer (1) out of distribution (1) causal mediation analysis (1) capability evaluation (1) reasoning capability (1) embedding dimension (1) numerical representation (1) mechanistic interpretability (1) evaluation benchmark (1)

Papers

Understanding Counting Mechanisms in Large Language and Vision-Language Models CVPR 2026 When Can Transformers Count to n? UAI 2026 LLM The Genius Paradox: A Linguistic and Math Expert’s Struggle with Simple Word-based Counting Problems NAACL 2025