Many-Shot CoT-ICL: Making In-Context Learning Truly Learn
Paper • 2605.13511 • Published • 28
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AWorld: Dynamic Multi-Agent System with Stable Maneuvering for Robust
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MathReal: We Keep It Real! A Real Scene Benchmark for Evaluating Math Reasoning in Multimodal Large Language Models
Paper • 2508.06009 • Published • 16
AWorld: Dynamic Multi-Agent System with Stable Maneuvering for Robust GAIA Problem Solving
Paper • 2508.09889 • Published • 32
Is Chain-of-Thought Reasoning of LLMs a Mirage? A Data Distribution Lens
Paper • 2508.01191 • Published • 240
PRELUDE: A Benchmark Designed to Require Global Comprehension and Reasoning over Long Contexts
Paper • 2508.09848 • Published • 71
We-Math 2.0: A Versatile MathBook System for Incentivizing Visual Mathematical Reasoning
Paper • 2508.10433 • Published • 146