Author

Yilun Yao

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#natural language process... Jun 2026

RealClawBench: Live OpenClaw Benchmarks from Real Developer-Agent Sessions

RealClawBench is introduced, a live benchmark framework built from real OpenClaw sessions to capture the distribution, diversity, and real-world difficulty of deployed agent use and provides a practical path toward benchmarks that better measure agent capability in actual use.

Zongwei Lv, Zhewen Tan, Yao-Ming Li et al. · arXiv.org · 1 citation · ⚡1

Preprint Aug 2026

ArborMem: Navigating Interaction States with Memory Forests

This work introduces ArborMem, an online memory framework that represents a long-running conversation as a navigable forest of interaction states that outperforms the strongest baselines on three established benchmarks and introduces BranchMemEval, a controlled diagnostic benchmark for interleaved and resumable interac...

Zongwei Lv, Yue-Meng Xu, Yilun Yao et al. · 0 citations