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Created by Admin, last modified on Apr 20, 2021

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Dr Michael Stewart

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Dr Michael Stewart

Research Fellow

Theme 1

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Projects

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Publications

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CySpider: A Neural Semantic Parsing Corpus with Baseline Models for Property Graphs —

Conference Publishing

Ziyu Zhao

Authors: Ziyu Zhao, Wei Liu, Tim French & Michael Stewart

2023-11-27
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A Whole-of-Organisation Approach for Reliability Analytics —

Book Chapter

Prof Melinda Hodkiewicz

Authors: Melinda Hodkiewicz, Tyler Bikaun, Michael Stewart

2023-02-16
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SConE: Simplified cone embeddings with symbolic operators for complex logical queries —

Conference Publishing

Chau Nguyen

Authors: Chau Nguyen, Tim French, Wei Liu, Michael Stewart

2023-07-14
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RelOps-A Whole-of-Organisation Approach for Reliability Analytics —

Book Chapter
Prof Melinda Hodkiewicz
Authors: Melinda Hodkiewicz, Tyler Bikaun, Michael Stewart

2023-02-16
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CylE: Cylinder Embeddings for Multi-hop Reasoning over Knowledge Graphs —

Conference Publishing

Chau Nguyen

Authors: Chau Nguyen, Tim French, Wei Liu, Michael Stewart

2023-05-02
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Using Context-Free Grammar to Generate Synthetic Technical Short Texts —

Conference Publishing

Tyler Bikaun

Authors: Tyler Bikaun, Michael Stewart, Melinda Hodkiewicz

2022-12-03
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MWO2KG and Echidna: Constructing and exploring knowledge graphs from maintenance data —

Journal Article

Dr Michael Stewart

Authors: Stewart M, Hodkiewicz M, Liu W, French T

2022-11-05
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E2EET: from pipeline to end-to-end entity typing via transformer-based embeddings —

Journal Article

Dr Michael Stewart

Authors: Michael Stewart, Wei Liu

2021-11-30
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Cleaning and visualization of unstructured text in safety records —

Conference Publishing

Dr Michael Stewart

Authors: Michael Stewart1, Wei Liu1, Rachel Cardell-Oliver1 And Mark Griffin

2020-11-01
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Seq2KG: An End-to-End Neural Model for Domain Agnostic Knowledge Graph (not Text Graph) Construction from Text —

Conference Publishing

Dr Michael Stewart

Authors: Michael Stewart, Wei Liu

2020-09-01

Presentations

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Large Language Models for Failure Mode Classification: An Investigation —

Dr Michael Stewart

Research Fellow

Theme 1

2023-11-17
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Unlocking knowledge in Maintenance Work Orders with Echidna and Redcoat —

Dr Michael Stewart

Research Fellow

Theme 1

2021-04-13
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Unlocking knowledge in Maintenance Workorders —

Dr Michael Stewart

Research Fellow

Theme 1

2020-09-11
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Tutorial at AJCAI 2022 - A Practical Guide to Knowledge Graph Construction from Technical Short Text —

Dr Michael Stewart

Research Fellow

Theme 1

2022-12-05
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Tutorial at AJCAI 2022 —

Dr Michael Stewart

Research Fellow

Theme 1

2022-12-05
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QUARRY: A Graph Model for Queryable Association Rules —

Dr Michael Stewart

Research Fellow

Theme 1

2022-10-07
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A technical language processing-based solution to automatically calculating lubrication-related costs from maintenance work orders - presentation at PHM 2021, TLP Workshop —

Dr Michael Stewart

Research Fellow

Theme 1

2021-11-29
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Redcoat: A Collaborative Annotation Tool Supporting Technical Language Processing Research —

Dr Michael Stewart

Research Fellow

Theme 1

2021-04-13
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Cleaning and Visualization of Unstructured Text in Safety Records ESREL 2020 PSAM 15 —

Dr Michael Stewart

Research Fellow

Theme 1

2020-11-04
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Unlocking knowledge buried within technical records —

Dr Michael Stewart

Research Fellow

Theme 1

2020-06-25
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NLP Workshop —

Dr Michael Stewart

Research Fellow

Theme 1

2020-02-10

Awards and Prizes

Demos

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