# AliO: Output Alignment Matters in Long-Term Time Series Forecasing

> Толық мәтін ағылшын тілінде

**Published:** 2026 ж. 9 қазан
**Author:** Kwangryeol Park, Jaeho Kim, Seulki Lee
**Source:** arXiv — cs.AI
**Language:** en-US
**HTML:** https://aiqazaqstan.com/kk/articles/alio-output-alignment-matters-in-long-term-time-series-forecasing

Long-term Time Series Forecasting (LTSF) tasks, which leverage the current data sequence as input to predict the future sequence, have become increasingly crucial in real-world applications such as weather forecasting and planning of electricity consumption. However,…

> Материал бастапқы дереккөзден алынған: **arXiv — cs.AI**
> [Толық мәтінді arXiv — cs.AI сайтында оқу](https://arxiv.org/abs/2610.11213)

**Тегтер:** #Papers with Code #arXiv

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