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cs.AI2026
Assessing Y-Axis Influence: Bias in Multimodal Language Models on Chart-to-Table Translation
Seok Hwan Song, Azher Ahmed Efat, Wallapak Tavanapong
Chart-to-table translation converts chart images into structured tabular data. Accurate translation is crucial for Multimodal Language Model (MLM) to answer complex queries. We obs…
cs.CL2026
Beyond Single Plots: A Benchmark for Question Answering on Multi-Charts
Azher Ahmed Efat, Seok Hwan Song, Wallapak Tavanapong
Charts are widely used to present complex information. Deriving meaningful insights in real-world contexts often requires interpreting multiple related charts together. Research on…