Papers by Jifeng Song
FigEx: Aligned Extraction of Scientific Figures and Captions (2025.findings-emnlp)
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| Challenge: | FigEx is a vision-language model to extract aligned pairs of subfigures and subcaptions from scientific papers. |
| Approach: | They propose a vision-language model to extract aligned pairs of subfigures and subcaptions from scientific papers. |
| Outcome: | The proposed model improves subfigure detection APb over Grounding DINO by 0.023 and boosts caption separation BLEU over Llama-2-13B by 0.465. |