NLP meets materials science: Quantifying the presentation of materials data in literature

Large language models (LLMs) revolutionized how we engage with information. In materials science, we aim to leverage natural language processing to transform progress and discovery. Analyzing diverse materials science papers, we annotate data types and sources, laying the groundwork for targeted information extraction and LLM development. Large language models (LLMs) revolutionized how we engage with information. In materials science, we aim to leverage natural language processing to transform progress and discovery. Analyzing diverse materials science papers, we annotate data types and sources, laying the groundwork for targeted information extraction and LLM development.