SciMDR supplies 300K faithful QA pairs with reasoning chains across 20K papers via claim-centric synthesis followed by document-scale regrounding, yielding measurable gains on complex scientific QA tasks after fine-tuning.
Example: ”The text describes the improvement in [Figure X] as ’significant’
1 Pith paper cite this work. Polarity classification is still indexing.
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cs.CL 1years
2026 1verdicts
UNVERDICTED 1representative citing papers
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SciMDR: Advancing Scientific Multimodal Document Reasoning
SciMDR supplies 300K faithful QA pairs with reasoning chains across 20K papers via claim-centric synthesis followed by document-scale regrounding, yielding measurable gains on complex scientific QA tasks after fine-tuning.