LLMForecaster fine-tunes an LLM to predict a scaling factor that corrects an existing demand forecast using product text and holiday proximity, improving holiday-week sales forecasts in retail backtests.
A temporal fusion transformer for short-term freeway traffic speed multistep prediction
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LLMForecaster: Improving Seasonal Event Forecasts with Unstructured Textual Data
LLMForecaster fine-tunes an LLM to predict a scaling factor that corrects an existing demand forecast using product text and holiday proximity, improving holiday-week sales forecasts in retail backtests.