Yuan He : Publications
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[1]
Ontology Enrichment from Texts: A Biomedical Dataset for Concept Discovery and Placement
Hang Dong‚ Jiaoyan Chen‚ Yuan He and Ian Horrocks
In 32nd ACM International Conference on Information and Knowledge Management (CIKM−2023). 2023.
Details about Ontology Enrichment from Texts: A Biomedical Dataset for Concept Discovery and Placement | BibTeX data for Ontology Enrichment from Texts: A Biomedical Dataset for Concept Discovery and Placement
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[2]
Reveal the Unknown: Out−of−Knowledge−Base Mention Discovery with Entity Linking
Hang Dong‚ Jiaoyan Chen‚ Yuan He‚ Yinan Liu and Ian Horrocks
In 32nd ACM International Conference on Information and Knowledge Management (CIKM−2023). 2023.
Details about Reveal the Unknown: Out−of−Knowledge−Base Mention Discovery with Entity Linking | BibTeX data for Reveal the Unknown: Out−of−Knowledge−Base Mention Discovery with Entity Linking
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[3]
DeepOnto: A Python Package for Ontology Engineering with Deep Learning
Yuan He‚ Jiaoyan Chen‚ Hang Dong‚ Ian Horrocks‚ Carlo Allocca‚ Taehun Kim and Brahmananda Sapkota
2023.
preprint
Details about DeepOnto: A Python Package for Ontology Engineering with Deep Learning | BibTeX data for DeepOnto: A Python Package for Ontology Engineering with Deep Learning
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[4]
Language Model Analysis for Ontology Subsumption Inferece
Yuan He‚ Jiaoyan Chen‚ Ernesto‚ Jiménez−Ruiz‚ Hang Dong and Ian Horrocks
In Findings of the Association for Computational Linguistics: ACL 2023. 2023.
Details about Language Model Analysis for Ontology Subsumption Inferece | BibTeX data for Language Model Analysis for Ontology Subsumption Inferece | Link to Language Model Analysis for Ontology Subsumption Inferece
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[5]
Contextual Semantic Embeddings for Ontology Subsumption Prediction
Jiaoyan Chen‚ Yuan He‚ Ernesto Jiménez−Ruiz‚ Hang Dong and Ian Horrocks
In World Wide Web Journal (WWWJ−2023). 2023.
Details about Contextual Semantic Embeddings for Ontology Subsumption Prediction | BibTeX data for Contextual Semantic Embeddings for Ontology Subsumption Prediction | DOI (https://doi.org/10.1007/s11280-023-01169-9)
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[6]
Zero−shot and Few−shot Learning with Knowledge Graphs: A Comprehensive Survey
Jiaoyan Chen‚ Yuxia Geng‚ Zhuo Chen‚ Jeff Z. Pan‚ Yuan He‚ Wen Zhang‚ Ian Horrocks and Huajun Chen
In Proceedings of the IEEE (2023). 2023.
Details about Zero−shot and Few−shot Learning with Knowledge Graphs: A Comprehensive Survey | BibTeX data for Zero−shot and Few−shot Learning with Knowledge Graphs: A Comprehensive Survey
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[7]
Improving Language Model Predictions via Prompts Enriched with Knowledge Graphs
Ryan Brate‚ Minh−Hoang Dang‚ Fabian Hoppe‚ Yuan He‚ Albert Meroño−Peñuela and Vijay Sadashivaiah
In Workshop on Deep Learning for Knowledge Graphs (DL4KG@ ISWC2022). 2022.
Details about Improving Language Model Predictions via Prompts Enriched with Knowledge Graphs | BibTeX data for Improving Language Model Predictions via Prompts Enriched with Knowledge Graphs | Download (pdf) of Improving Language Model Predictions via Prompts Enriched with Knowledge Graphs
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[8]
Machine Learning−Friendly Biomedical Datasets for Equivalence and Subsumption Ontology Matching
Yuan He‚ Jiaoyan Chen‚ Hang Dong‚ Ernesto Jiménez−Ruiz‚ Ali Hadian and Ian Horrocks
In The 21st International Semantic Web Conference (ISWC−2022). 2022.
Best Resource Paper Candidate
Details about Machine Learning−Friendly Biomedical Datasets for Equivalence and Subsumption Ontology Matching | BibTeX data for Machine Learning−Friendly Biomedical Datasets for Equivalence and Subsumption Ontology Matching | Download (pdf) of Machine Learning−Friendly Biomedical Datasets for Equivalence and Subsumption Ontology Matching | DOI (https://doi.org/10.1007/978-3-031-19433-7_33)
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[9]
BERTMap: A BERT−based Ontology Alignment System
Yuan He‚ Jiaoyan Chen‚ Denvar Antonyrajah and Ian Horrocks
In Proceedings of 36th AAAI Conference on Artificial Intelligence 2022 (AAAI−2022). 2022.
Details about BERTMap: A BERT−based Ontology Alignment System | BibTeX data for BERTMap: A BERT−based Ontology Alignment System | Download (pdf) of BERTMap: A BERT−based Ontology Alignment System | DOI (https://doi.org/10.1609/aaai.v36i5.20510)
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[10]
Biomedical ontology alignment with BERT
Yuan He‚ Jiaoyan Chen‚ Denvar Antonyrajah and Ian Horrocks
In The 16th International Workshop on Ontology Matching (OM@ISWC−2021). 2021.
Details about Biomedical ontology alignment with BERT | BibTeX data for Biomedical ontology alignment with BERT | Download (pdf) of Biomedical ontology alignment with BERT
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[11]
English−to−Chinese Transliteration with Phonetic Auxiliary Task
Yuan He and Shay B. Cohen
In Proceedings of the 1st Conference of the Asia−Pacific Chapter of the Association for Computational Linguistics and the 10th International Joint Conference on Natural Language Processing (AACL−2020). 2020.
Details about English−to−Chinese Transliteration with Phonetic Auxiliary Task | BibTeX data for English−to−Chinese Transliteration with Phonetic Auxiliary Task | Download (pdf) of English−to−Chinese Transliteration with Phonetic Auxiliary Task