Yuan He : Publications

Conference papers

• [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

• [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

• [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

• [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

• [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)

• [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

• [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

• [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)

• [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)

• [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

• [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