arXiv cs.CLPaper
EdiTikZ: Scientific Figure Editing from Revision Trajectories
Scientific figure generation is a small domain, but the real insight here is the method: mining naturally occurring revision trajectories as training data instead of generating synthetic edits. This pattern works for other technical editing tasks too. The models are small enough to run locally, which matters if you're building figure-generation tooling.