2 papers
cs.AI2026
Recursive Agentic Reasoning
Shengxin Zhang, Xiaomin Wu, Xiyang Wu +1
Test-time reasoning methods such as iterative refinement, decomposition, and repeated sampling are often evaluated in isolation, making their gains difficult to compare across mode…
cs.AI2026
Agentic Context Learning with Self-Discovered Specification
Jike Zhong, Ming Li, Yuxiang Lai +8
Context learning is an emerging inference-time task where LLMs must learn and apply novel, task-specific knowledge from intricate contexts absent from pre-training; even frontier m…