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C. Cardie

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#artificial intelligence Preprint Sep 2026

AuthBench: A Large-Scale Multilingual Benchmark for Authorship Representation across Genres and Lengths

AuthBench is introduced, a large-scale multilingual benchmark for authorship representation that is designed to make this evaluation broad, standardized, and realistic, and position it not only as a new benchmark, but as a diagnostic resource for studying when and why authorship representations succeed or fail.

Mao-Xun Huang, Zhen-Xing Zhang, C. Cardie · 0 citations
Jul 2026

MANTA: Multi-Agent Network Topology Adaptation for Self-Evolving Multi-Agent Systems

MANTA, a framework for Multi-Agent Network Topology Adaptation that enables communication structures to self-evolve at inference time, is introduced and shows that inference-time self-improvement can extend to the architecture of collaboration itself.

Mao-Xun Huang, Jerry Wang, Yi-Cheng Lai et al. · 0 citations

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