Author

Boyuan Zheng

The Ohio State University

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#artificial intelligence Preprint Aug 2026

AtlasNLP: A Country-Aware Atlas of Dataset Representation in NLP

AtlasNLP is introduced, a country-aware atlas of over 13,000 NLP dataset records across normalized NLP task categories, tracking both the populations represented and where datasets are produced, showing that dataset coverage is highly uneven across countries and tasks and language coverage does not imply geographic rep...

Joan Nwatu, Tsedeniya Solomon Amare, Longju Bai et al. · 0 citations

Jun 2026

OSWorld2.0: Benchmarking Computer Use Agents on Long-Horizon Real-World Tasks

These results show that current agents are still far from professional-level computer use: rather than stumbling on basic GUI control or coding, they lose track of constraints, miss information that arrives mid-task, guess rather than ask the user, and skip verification, struggling most when a task hinges on hidden sta...

Mengqi Yuan, Zilong Zhou, Xinzhuang Xiong et al. · arXiv.org · 11 citations · ⚡5