4 papers
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…
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…
Is Large Language Model Performance on Reasoning Tasks Impacted by Different Ways Questions Are Asked?
Seok Hwan Song, Mohna Chakraborty, Qi Li +1
Large Language Models (LLMs) have been evaluated using diverse question types, e.g., multiple-choice, true/false, and short/long answers. This study answers an unexplored question…
SHUNIT: Style Harmonization for Unpaired Image-to-Image Translation
Seokbeom Song, Suhyeon Lee, Hongje Seong +2
We propose a novel solution for unpaired image-to-image (I2I) translation. To translate complex images with a wide range of objects to a different domain, recent approaches often u…