SciCap: Lessons Learned and Future Directions

This paper provides a retrospective analysis of the SciCap project, highlighting its contributions to scientific figure captioning. It's valuable for understanding the evolution of this field, the challenges faced, and the future research directions. The project's impact is evident through its curated datasets, evaluations, challenges, and interactive systems. It's a good resource for researchers in NLP and scientific communication.