Papers with multimodal capability evaluation
A Survey of Deep Learning for Geometry Problem Solving (2026.acl-long)
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| Challenge: | Recent surge in deep learning technologies has significantly accelerated research in this area. |
| Approach: | They propose a comprehensive summary of the relevant tasks in geometry problem solving and a review of related deep learning methods. |
| Outcome: | The proposed method is based on a systematic review of related methods and evaluation metrics and methods. |