Teaching Time Series to See and Speak: Forecasting with Aligned Visual and Textual Perspectives

Sixun Dong, Wei Fan, Teresa Wu +1

Time series forecasting traditionally relies on unimodal numerical inputs, which often struggle to capture high-level semantic patterns due to their dense and unstructured nature.…