ICML 2026 — 2nd Workshop on Foundation Models for Structured Data · 2026
Poster
Semantics or Structure? Auditing Text Sensitivity in Multimodal Time-Series Forecasting
Karthik Sridhar · Atharva Gupta · Nishant Pradhan · Murari Mandal · Dhruv Kumar · Saurabh Deshpande
Tests whether forecasting models that combine text with numbers actually respond to what the text says, finding that swapping text for unrelated text barely changes predictions.
Research program: Structured Foundational Models
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