Fine-tuning BERT model for materials named entity recognition X Zhao, J Greenberg, Y An, XT Hu 2021 IEEE International Conference on Big Data (Big Data), 3717-3720, 2021 | 15 | 2021 |
Knowledge graph-empowered materials discovery X Zhao, J Greenberg, S McClellan, YJ Hu, S Lopez, SK Saikin, X Hu, Y An 2021 IEEE International Conference on Big Data (Big Data), 4628-4632, 2021 | 7 | 2021 |
Knowledge organization systems: A network for ai with helping interdisciplinary vocabulary engineering J Greenberg, X Zhao, M Monselise, S Grabus, J Boone Cataloging & Classification Quarterly 59 (8), 720-739, 2021 | 7 | 2021 |
HIVE-4-MAT: Advancing the ontology infrastructure for materials science J Greenberg, X Zhao, J Adair, J Boone, XT Hu Research Conference on Metadata and Semantics Research, 297-307, 2020 | 7 | 2020 |
Exploring pre-trained language models to build knowledge graph for metal-organic frameworks (mofs) Y An, J Greenberg, X Hu, A Kalinowski, X Fang, X Zhao, S McCLellan, ... 2022 IEEE International Conference on Big Data (Big Data), 3651-3658, 2022 | 6 | 2022 |
An exploratory analysis: extracting materials science knowledge from unstructured scholarly data X Zhao, J Greenberg, V Meschke, E Toberer, X Hu The Electronic Library 39 (3), 469-485, 2021 | 5 | 2021 |
Text to insight: Accelerating organic materials knowledge extraction via deep learning X Zhao, S Lopez, S Saikin, X Hu, J Greenberg Proceedings of the Association for Information Science and Technology 58 (1 …, 2021 | 5 | 2021 |
Building open knowledge graph for metal-organic frameworks (mof-kg): Challenges and case studies Y An, J Greenberg, X Zhao, X Hu, S McCLellan, A Kalinowski, ... arXiv preprint arXiv:2207.04502, 2022 | 4 | 2022 |
Documenting Information Processes and Practices: Paradata, Provenance Metadata, Life‐Cycles and Pipelines I Huvila, J Greenberg, O Sköld, A Thomer, C Trace, X Zhao Proceedings of the Association for Information Science and Technology 58 (1 …, 2021 | 4 | 2021 |
Scholarly big data: computational approaches to semantic labeling in materials science X Zhao, J Greenberg, V Menske, E Toberer, X Hu Proceedings of the Workshop on Organizing Big Data, Information, and …, 2020 | 3 | 2020 |
Knowledge Graph Question Answering for Materials Science (KGQA4MAT): Developing Natural Language Interface for Metal-Organic Frameworks Knowledge Graph (MOF-KG) Y An, J Greenberg, A Kalinowski, X Zhao, X Hu, FJ Uribe-Romo, ... arXiv preprint arXiv:2309.11361, 2023 | 2 | 2023 |
Building community consensus for scientific metadata with YAMZ J Greenberg, S McClellan, C Rauch, X Zhao, M Kelly, Y An, J Kunze, ... Data Intelligence 5 (1), 242-260, 2023 | 2 | 2023 |
When LLM Meets Material Science: An Investigation on MOF Synthesis Labeling X Zhao, K Langlois, J Furst, S McClellan, R Fleur, Y An, X Hu, ... 2023 IEEE International Conference on Big Data (BigData), 6320-6321, 2023 | | 2023 |
Investigating Data Reusability in Density Functional Theory Studies R Fleur, A Ireland, X Zhao, S McClellan, E Paltoo, T Su, C Lee, Y An, X Hu, ... 2023 IEEE International Conference on Big Data (BigData), 6143-6144, 2023 | | 2023 |
Metadata for Scientific Experiment Reporting: A Case Study in Metal-Organic Frameworks X Zhao, K Langlois, J Furst, S McClellan, X Hu, Y An, ... arXiv preprint arXiv:2310.12417, 2023 | | 2023 |
Characterizing Semantic Ambiguity of the Materials Science Ontologies S McClellan, Y An, X Zhao, X Lin, J Greenberg arXiv preprint arXiv:2310.00078, 2023 | | 2023 |
Materials Science Ontology Design with an Analytico-Synthetic Facet Analysis Framework J Greenberg, S McClellan, X Zhao, EJ Kellner, D Venator, H Zhao, J Shen, ... Metadata and Semantic Research, 211–221, 2023 | | 2023 |
Documenting Information Processes and Practices: Documenting Information Processes and Practices I Huvila, J Greenberg, O Sköld, A Thomer, C Trace, X Zhao ASIS&T 2021 Annual Meeting 58 (1), 604-609, 2021 | | 2021 |
Assembling Ontologies for the Discovery of New Materials J Greenberg, X Zhao, XT Hu, V Meschke, E Toberer, J Cox, S Lopez, ... | | 2020 |
Extracting Metal-Organic Framework Knowledge from Scholarly Big Data X Zhao | | |