Papers by William Hsu
PIEKM: ML-based Procedural Information Extraction and Knowledge Management System for Materials Science Literature (2022.aacl-demo)
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| Challenge: | Existing literature search engines cannot deliver recipe steps of the literature . manual processing and assimilating useful information is expensive and time-consuming for researchers. |
| Approach: | They propose a machine learning-based procedural information extraction and knowledge management system that extracts procedural recipe steps, figures, and tables from materials science articles. |
| Outcome: | The proposed system extracts procedural information recipe steps, figures, and tables from materials science articles and provides information retrieval capability and statistics visualization functionality. |