Convert one representation into the other and compare consistently

Vector representations: Cartesian components (ai + bj), magnitude–direction form, unit-vector form, or polar vs Cartesian

1 Pith paper cite this work. Polarity classification is still indexing.

1 Pith paper citing it

browse 1 citing papers

representative citing papers

physics.ed-ph · 2026-05-05 · unverdicted · novelty 4.0

A structured dialogue intervention corrects 82% of multimodal errors made by LLMs on physics problems, including 100% of visual processing errors.

Showing 1 of 1 citing paper.

A Dialogue-Based Framework for Correcting Multimodal Errors in AI-Assisted STEM Education physics.ed-ph · 2026-05-05 · unverdicted · none · ref 24
A structured dialogue intervention corrects 82% of multimodal errors made by LLMs on physics problems, including 100% of visual processing errors.