Papers with Chart-to-code generation
Aligned Multi-View Scripts for Universal Chart-to-Code Generation (2026.acl-long)
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| Challenge: | Existing methods for chart-to-code generation are largely Python-centric, limiting practical use and overlooking a critical source of supervision. |
| Approach: | They propose a chart-to-code generation tool that converts a graph image into an executable plotting script. |
| Outcome: | The proposed method outperforms existing systems and is competitive with proprietary systems. |
CharTide: Data-Centric Chart-to-Code Generation via Tri-Perspective Tuning and Inquiry-Driven Evolution (2026.acl-long)
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Xiangxi Zheng, Kuang He, Jiayi Hu, Ping Yu, Rui Yan, Yuan Yao, Peng Hou, Anxiang Zeng, Alex Jinpeng Wang
| Challenge: | Existing approaches to chart-to-code generation are constrained by data-centric limitations . authors present a new framework that redesigns both training and alignment data . |
| Approach: | They propose a data-centric framework that redesigns both training and alignment data for chart-to-code generation. |
| Outcome: | The proposed framework outperforms open-source baselines and is competitive with GPT-5. |