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TimeInteract: Towards Real-Time Interactive Intelligence for Streaming Time Series

Pan, Sheng et al.
arXiv (All) · Papers
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Real-world time series evolve continuously, with meaningful changes potentially emerging at any moment. However, existing time-series language models (TSLMs) remain inherently static. They either receive complete sequences for offline processing or alternate between streaming input and response gene
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