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期刊&会议

International Joint Conference on Artificial Intelligence · 会议 · Artificial Intelligence

2026-06-26 至 2026-06-26 共收录 1
2606.26487 2026-06-26 cs.CL cs.AI 新提交

Speaking Numbers to LLMs: Multi-Wavelet Number Embeddings for Time Series Forecasting

向LLM讲述数字:用于时间序列预测的多小波数字嵌入

Defu Cao, Zijie Lei, Muyan Weng, Jiao Sun, Yan Liu

机构 * University of Southern California(南加州大学) Meta Google DeepMind(谷歌DeepMind)

AI总结 提出TempoWave,一种即插即用的多小波数字嵌入接口,将标量观测映射为数字级嵌入,以对齐LLM的离散分词与连续数值,提升时间序列预测的排序准确性和可靠性。

Comments Camera Ready version of IJCAI 2026

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