Found 8 document(s)
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Spatial-temporal forecasting is pivotal for intelligent urban management yet remains challenging due to the intricate coupling of spatial dynamics and temporal non-stationarity. Existing approaches, while effective, ofte...
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Knowledge acquisition from black-box large language models (LLMs) offers a practical approach to adapting smaller student models. However, many existing methods rely on predefined queries or student feedback to guide acq...
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Soils across permafrost regions are one of the largest terrestrial pools of mercury (Hg) in the world, storing an estimated 500-1500 Gg of Hg in the top three meters of soil. Ongoing climate-driven thaw threatens to rele...
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Web agents reuse skills whose stored code, selected version, and loaded implementation can diverge across tasks and updates. SkillLifeBench links these states to task outcomes in 388 paired scenarios spanning implementat...
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Navigational search aims to find a single target page among hundreds of millions of web pages. Click tables work well for queries seen before but cannot generalise to new formulations, while embedding retrievers generali...
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Serving web queries at scale with multi-agent systems requires jointly configuring large language models, collaboration modes, agent counts, interaction rounds, and skills. However, the resulting configuration space grow...
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During this thesis, we have elaborated new compounds using the porphyrin macrocycle as the basic platform of our architectures. The aim, after their syntheses, was to study the linear optical (LO) and non-linear optical ...