1 citations · 1 across the 4 of their papers we have counts for
4 papers
From Terminology to Diagrams: Visual-Instruction Generation for Scientific Diagram Understanding
Raul Ortega, José Manuel Gómez-Pérez
Vision-language models (VLMs) have demonstrated strong performance in visual question answering with natural images. However, they continue to struggle with scientific diagrams, wh…
SciClaims: An End-to-End Generative System for Biomedical Claim Analysis
Raúl Ortega, José Manuel Gómez-Pérez
We present SciClaims, an interactive web-based system for end-to-end scientific claim analysis in the biomedical domain. Designed for high-stakes use cases such as systematic liter…
ISAAQ -- Mastering Textbook Questions with Pre-trained Transformers and Bottom-Up and Top-Down Attention
Jose Manuel Gomez-Perez, Raul Ortega
Textbook Question Answering is a complex task in the intersection of Machine Comprehension and Visual Question Answering that requires reasoning with multimodal information from te…
Look, Read and Enrich. Learning from Scientific Figures and their Captions
Jose Manuel Gomez-Perez, Raul Ortega
Compared to natural images, understanding scientific figures is particularly hard for machines. However, there is a valuable source of information in scientific literature that unt…