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20242026
most citedMaking Multimodal LLMs Reliable Chart Data Extractors: A Benchmark and Training Framework

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cs.CL2025

CycleChart: A Unified Consistency-Based Learning Framework for Bidirectional Chart Understanding and Generation

Dazhen Deng, Sen Yang, Yuchen He +2

Current chart-related tasks, such as chart generation (NL2Chart), chart schema parsing, chart data parsing, and chart question answering (ChartQA), are typically studied in isolati…