Contextual Semantic Embeddings for Ontology Subsumption Prediction

20 February 2022

Papers citing "Contextual Semantic Embeddings for Ontology Subsumption Prediction"

24 / 24 papers shown

Title
Ontology Embedding: A Survey of Methods, Applications and Resources Jiaoyan Chen Olga Mashkova Fernando Zhapa-Camacho Robert Hoehndorf Yuan He Ian Horrocks 77 6 0 16 Jun 2024
Prompting Disentangled Embeddings for Knowledge Graph Completion with Pre-trained Language Model Yuxia Geng Jiaoyan Chen Yuhang Zeng Zhuo Chen Wen Zhang Jeff Z. Pan Yuxiang Wang Xiaoliang Xu 97 2 0 04 Dec 2023
Machine Learning-Friendly Biomedical Datasets for Equivalence and Subsumption Ontology Matching Yuan He Jiaoyan Chen Hang Dong Ernesto Jiménez-Ruiz A. Hadian Ian Horrocks 40 33 0 06 May 2022
BERTMap: A BERT-based Ontology Alignment System Yuan He Jiaoyan Chen Denvar Antonyrajah Ian Horrocks 84 82 0 05 Dec 2021
Pre-train, Prompt, and Predict: A Systematic Survey of Prompting Methods in Natural Language Processing Pengfei Liu Weizhe Yuan Jinlan Fu Zhengbao Jiang Hiroaki Hayashi Graham Neubig VLM SyDa 187 3,961 0 28 Jul 2021
Making Pre-trained Language Models Better Few-shot Learners Tianyu Gao Adam Fisch Danqi Chen 364 1,961 0 31 Dec 2020
OWL2Vec*: Embedding of OWL Ontologies Jiaoyan Chen Pan Hu Ernesto Jiménez-Ruiz Ole Magnus Holter Denvar Antonyrajah Ian Horrocks 3DV 46 139 0 30 Sep 2020
Knowledge Graph Embedding for Link Prediction: A Comparative Analysis Andrea Rossi D. Firmani Antonio Matinata P. Merialdo Denilson Barbosa 60 345 0 03 Feb 2020
Learning Hierarchy-Aware Knowledge Graph Embeddings for Link Prediction Zhanqiu Zhang Jianyu Cai Yongdong Zhang Jie Wang 92 387 0 21 Nov 2019
A Survey on Knowledge Graph Embeddings with Literals: Which model links better Literal-ly? Genet Asefa Gesese Russa Biswas Mehwish Alam Harald Sack 95 82 0 28 Oct 2019
Exploring the Limits of Transfer Learning with a Unified Text-to-Text Transformer Colin Raffel Noam M. Shazeer Adam Roberts Katherine Lee Sharan Narang Michael Matena Yanqi Zhou Wei Li Peter J. Liu AIMat 381 20,053 0 23 Oct 2019
KG-BERT: BERT for Knowledge Graph Completion Liang Yao Chengsheng Mao Yuan Luo SLR 70 588 0 07 Sep 2019
Language Models as Knowledge Bases? Fabio Petroni Tim Rocktaschel Patrick Lewis A. Bakhtin Yuxiang Wu Alexander H. Miller Sebastian Riedel KELM AI4MH 558 2,660 0 03 Sep 2019
COMET: Commonsense Transformers for Automatic Knowledge Graph Construction Antoine Bosselut Hannah Rashkin Maarten Sap Chaitanya Malaviya Asli Celikyilmaz Yejin Choi 82 910 0 12 Jun 2019
EL Embeddings: Geometric construction of models for the Description Logic EL ++ Maxat Kulmanov Wang Liu-Wei Yuan Yan Robert Hoehndorf 60 107 0 27 Feb 2019
BioBERT: a pre-trained biomedical language representation model for biomedical text mining Jinhyuk Lee Wonjin Yoon Sungdong Kim Donghyeon Kim Sunkyu Kim Chan Ho So Jaewoo Kang OOD 140 5,628 0 25 Jan 2019
BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding Jacob Devlin Ming-Wei Chang Kenton Lee Kristina Toutanova VLM SSL SSeg 1.6K 94,511 0 11 Oct 2018
Probabilistic Embedding of Knowledge Graphs with Box Lattice Measures Luke Vilnis Xiang Li Shikhar Murty Andrew McCallum 39 137 0 17 May 2018
OPA2Vec: combining formal and informal content of biomedical ontologies to improve similarity-based prediction F. Z. Smaili Xin Gao Robert Hoehndorf 44 142 0 29 Apr 2018
Onto2Vec: joint vector-based representation of biological entities and their ontology-based annotations F. Z. Smaili Xin Gao Robert Hoehndorf 54 114 0 31 Jan 2018
Poincaré Embeddings for Learning Hierarchical Representations Maximilian Nickel Douwe Kiela 81 1,304 0 22 May 2017
Google's Neural Machine Translation System: Bridging the Gap between Human and Machine Translation Yonghui Wu M. Schuster Zhiwen Chen Quoc V. Le Mohammad Norouzi ... Alex Rudnick Oriol Vinyals G. Corrado Macduff Hughes J. Dean AIMat 885 6,781 0 26 Sep 2016
Embedding Entities and Relations for Learning and Inference in Knowledge Bases Bishan Yang Wen-tau Yih Xiaodong He Jianfeng Gao Li Deng NAI 93 3,187 0 20 Dec 2014
Efficient Estimation of Word Representations in Vector Space Tomas Mikolov Kai Chen G. Corrado J. Dean 3DV 637 31,469 0 16 Jan 2013