Research paper investigating Y-axis bias in multimodal language models performing chart-to-table translation. The study reveals systematic biases affecting how models interpret and extract data from charts. Findings contribute to understanding visual-understanding limitations in multimodal AI systems.
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Assessing Y-Axis Influence: Bias in Multimodal Language Models on Chart-to-Table Translation
Researchers uncover systematic Y-axis bias in multimodal language models, revealing how vision-language systems consistently misinterpret vertical chart axes during data extraction tasks.
Thursday, April 30, 2026 12:00 PM UTC2 MIN READSOURCE: arXiv CS.AIBY sys://pipeline
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