A five-level typology of reasoning gaps (R1–R5) classifies how chart-image pairs in scientific papers jointly convey claims, predicting where expert and non-expert interpretations diverge.
Title resolution pending
1 Pith paper cite this work. Polarity classification is still indexing.
1
Pith paper citing it
fields
cs.CV 1years
2026 1verdicts
CONDITIONAL 1representative citing papers
citing papers explorer
-
A Multimodal Reasoning Typology for Grounding Chart-Image Coherence in Science Communication
A five-level typology of reasoning gaps (R1–R5) classifies how chart-image pairs in scientific papers jointly convey claims, predicting where expert and non-expert interpretations diverge.