2 papers
cs.IR2026
Beyond Text and Tables: Vision-Language Model Integration in ComProScanner for Extracting Materials Data from Scientific Figures with High Accuracy
Aritra Roy, Enrico Grisan, Chiara Gattinoni +1
Automated extraction of materials composition-property data from scientific literature has advanced considerably with the development of large language model-based pipelines; howev…
physics.comp-ph2025
ComProScanner: A multi-agent based framework for composition-property structured data extraction from scientific literature
Aritra Roy, Enrico Grisan, John Buckeridge +1
Since the advent of various pre-trained large language models, extracting structured knowledge from scientific text has experienced a revolutionary change compared with traditional…