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20222026
most citedWhen does In-context Learning Fall Short and Why? A Study on Specification-Heavy Tasks

5 citations · 12 across the 21 of their papers we have counts for

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cs.AI2025

NUMINA: A Natural Understanding Benchmark for Multi-dimensional Intelligence and Numerical Reasoning Abilities

Changyu Zeng, Yifan Wang, Zimu Wang +6

Recent advancements in 2D multimodal large language models (MLLMs) have significantly improved performance in vision-language tasks. However, extending these capabilities to 3D env…