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Author

Canwen Xu

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Preprint Aug 2026

MidTool: Mid-training Data Synthesis for Agentic Tool Use

Mid-training is increasingly recognized as a critical stage for shaping the capabilities of large language models. Recent work has shown that targeted mid-training can strengthen reasoning-intensive abilities such as math and science, and can also improve agentic capabilities in software-engineering settings. In this w...

Fengqing Jiang, Yi-Te Wang, Bo-Yi Liu et al. · 0 citations
Review Sep 2026

ArcticSwarm: Deferring Early Consensus in Long-Horizon Multi-Agent Research

The results show that restricting peer reads during evidence gathering and strengthening commitment boundaries before a hypothesis is shared can broaden search and improve long-horizon multi-agent deep research.

Soyoung Yoon, Bo-Yi Liu, Yi-Te Wang et al. · 0 citations

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