Yuan He
@HeYuanAIIncoming Applied Scientist @Amazon | Postdoc & PhD @CompSciOxford
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Thrilled to announce that our paper, "Language Models as Hierarchy Encoders," has been accepted to #neurips2024 ! Thanks to my co-authors, @MoyYuan , @ChenJiaoyan1 , and Ian Horrocks; also thanks to Zifeng Ding for the invaluable suggestions.
🎓 Glad to share that I’ve officially completed my PhD (DPhil) with "leave to supplicate" from the University of Oxford. 📚 For those interested, my thesis (titled "Language Models for Ontology Engineering") is now publicly available on ORA: dx.doi.org/10.5287/ora-pd…
We recently wrote a survey on #ontology #embedding. Great contributions from @leechuck Olga and Fernando from @CBRC_KAUST , @lawhy_AI and Ian Horrocks. #knowledgegraphs #survey #KnowledgeRepresentation. With methods, applications and system (mOWL). arxiv.org/abs/2406.10964
Interesting trip at ISWC'23 @iswc_conf with a talk at the Ontology Matching workshop and a poster about LLM-based OM @ChenJiaoyan1 @ClementDong @ Ian Horrocks. Also very nice to see the Athens Marathon!
Great news: our paper "Ontology Enrichment from Text: A Biomedical Dataset for Concept Discovery and Placement" got the best resource paper runner-up of #CIKM2023 @cikm2023 Congratulations to @ClementDong @ChenJiaoyan1 @lawhy_AI & Ian Horrocks #Ontology doi.org/10.1145/358378…
The OAEI 2023 Bio-ML track (cs.ox.ac.uk/isg/projects/C…) is now ready for dataset download and result preparation. We made several key changes compared to the previous version. This track is organised by @lawhy_AI @ChenJiaoyan1 @ClementDong @ejimenez_ruiz and Ian Horrocks.
Try DeepOnto: A Python package recently implemented for ontology engineering with deep learning and language models (arxiv.org/abs/2307.03067), Github: github.com/KRR-Oxford/Dee……. By @lawhy_AI @ChenJiaoyan1 @ClementDong Ian Horrocks, etc. #ontology #KnowledgeGraphs #LLM #PLM #OWL
BERTSubs (accepted by WWW Journal,arxiv.org/abs/2202.09791) for OWL ontology subsumption prediction by fine-tuning pre-trained LMs has a new implementation in DeepOnto (github.com/KRR-Oxford/Dee…). @YuanHe97 @GengYuxia @ejimenez_ruiz @ClementDong #KnowledgeGraphs #OWL #BERT
OntoLAMA - probing LM by ontology is accepted by Findings of ACL (via ARR) arxiv.org/abs/2302.06761. A part of our LM-based ontology processing library DeepOnto (github.com/KRR-Oxford/Dee…). Well done @YuanHe97 @ejimenez_ruiz @ClementDong Ian Horrocks! #KnowledgeGraphs #AI #ChatGPT
Congratulations 🎉
Just started as a lecturer (faculty) in CS Department in UoM @csmcr @DigitalUoM Contact my if you are interested in a PhD career on #knowledgegraph and its integration with #ML for #AI. I'm also transformed into a visitor in Oxford to continue the project with Ian Horrocks
🥳Very happy that our #OntologyMatching brand-new Bio-ML track for the #OAEI has been nominated as best Resource paper at @iswc_conf cs.ox.ac.uk/isg/projects/C… With @ChenJiaoyan1 @YuanHe97 @ClementDong @aliihadian and Ian Horrocks.
Very excited to be nominated as a candidate for best resource paper at ISWC @iswc_conf! See our pre and Q&As for the paper "Machine Learning-Friendly Biomedical Datasets for Equivalence and Subsumption Matching" in main-session-3a. @ChenJiaoyan1 @ejimenez_ruiz @ClementDong
Back in London after an amazing week at the @isws_semweb summer school as a tutor. A brilliant generation of #semanticweb researchers, and super proud my team won the best paper award! Dead chuffed, go Klingons! @vjysada @fab_hop @mhoangvslev @brate_ryan @YuanHe97 @ChangSun1025
"Machine Learning-Friendly Biomedical Datasets for Equivalence and Subsumption Ontology Matching" accepted by #ISWC2022 👏. arxiv.org/abs/2205.03447 @YuanHe55132672 @ChenJiaoyan1 @ClementDong @ejimenez_ruiz Ali Hadian, Ian Horrocks. A new #OAEI Bio-ML track on the way.
Here is the preprint of BERTMap: A BERT-based ontology Alignment System arxiv.org/abs/2112.02682 accepted by @RealAAAI #AAAI2022 by Yuan He, Jiaoyan Chen and Ian Horrocks from University of Oxford and Denvar Antonyrajah from SRUK
BERTMap: A BERT-based Ontology Alignment System deepai.org/publication/be… by Yuan He et al. including @ChenJiaoyan1 #MachineLearning #Classifier
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