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Xintong Zhao
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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
152021
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
72021
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
72021
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
72020
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
62022
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
52021
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
52021
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
42022
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
42021
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
32020
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
22023
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
22023
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
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