When Does Text Inform? Benchmarking Information-Theoretic Metrics for Multimodal Time-Series Forecasting

Multimodal forecasting models that combine time series with text annotations promise richer prediction through textual context, but how do we know whether a text annotation meaningfully contributes to the forecasters prediction? This is an information-theoretic question, but to evaluate whether info