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Knowledge graph completion (KGC) is a widely used method to tackle incompleteness in knowledge graphs (KGs) by making predictions for missing links.
KG-BERT: BERT for Knowledge Graph Completion
Liang Yao, Chengsheng Mao, and Yuan Luo. 2019 · 1909
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WordNet: a lexical database for English
George A Miller. 1995 · 1995
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Freebase: A Collaboratively Created Graph Database for Structuring Human Knowledge
Kurt Bollacker, Colin Evans, Praveen Paritosh, Tim Sturge, and Jamie Taylor. 2008 · 2008
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Translating Embeddings for Modeling Multi-relational Data
Antoine Bordes, Nicolas Usunier, Alberto Garcia-Duran, Jason Weston, and Oksana Yakhnenko. 2013 · 2013
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Reasoning with neural tensor networks for knowledge base completion
Richard Socher, Danqi Chen, Christopher D Manning, and Andrew Ng. 2013 · 2013
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Embedding Entities and Relations for Learning and Inference in Knowledge Bases
Bishan Yang, Wen-tau Yih, Xiaodong He, Jianfeng Gao, and Li Deng. 2014 · 2014
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DBpedia–A Large-scale, Multilingual Knowledge Base Extracted from Wikipedia
Jens Lehmann, Robert Isele, Max Jakob, Anja Jentzsch, Dimitris Kontokostas, Pablo N Mendes, Sebastian Hellmann, Mohamed Morsey, Patrick Van Kleef, Sören Auer, et al. 2015 · 2015
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YAGO3: A Knowledge Base from Multilingual Wikipedias
Farzaneh Mahdisoltani, Joanna Biega, and Fabian M. Suchanek. 2015 · 2015
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Observed Versus Latent Features for Knowledge Base and Text Inference
Kristina Toutanova and Danqi Chen. 2015 · 2015
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Representation Learning of Knowledge Graphs with Entity Descriptions
Ruobing Xie, Zhiyuan Liu, Jia Jia, Huanbo Luan, and Maosong Sun. 2016 · 2016
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Convolutional 2D Knowledge Graph Embeddings
Tim Dettmers, Minervini Pasquale, Stenetorp Pontus, and Sebastian Riedel. 2018 · 2018
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A Novel Embedding Model for Knowledge Base Completion Based on Convolutional Neural Network
Tu Dinh Nguyen, Dat Quoc Nguyen, Dinh Phung, et al. 2018 · 2018
Cited alongside, same era.
RotatE: Knowledge Graph Embedding by Relational Rotation in Complex Space
Zhiqing Sun, Zhi-Hong Deng, Jian-Yun Nie, and Jian Tang. 2019 · 2019
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Low-Dimensional Hyperbolic Knowledge Graph Embeddings
Ines Chami, Adva Wolf, Da-Cheng Juan, Frederic Sala, Sujith Ravi, and Christopher Ré. 2020 · 2020
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Improving multi-hop question answering over knowledge graphs using knowledge base embeddings
Apoorv Saxena, Aditay Tripathi, and Partha Talukdar. 2020 · 2020
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Multi-modal knowledge graphs for recommender systems
Rui Sun, Xuezhi Cao, Yan Zhao, Junchen Wan, Kun Zhou, Fuzheng Zhang, Zhongyuan Wang, and Kai Zheng. 2020 · 2020
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LongBench: A Bilingual, Multitask Benchmark for Long Context Understanding
Yushi Bai, Xin Lv, Jiajie Zhang, Hongchang Lyu, Jiankai Tang, Zhidian Huang, Zhengxiao Du, Xiao Liu, Aohan Zeng, Lei Hou, Yuxiao Dong, Jie Tang, and Juanzi Li. 2023 · 2023
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Dipping PLMs Sauce: Bridging Structure and Text for Effective Knowledge Graph Completion via Conditional Soft Prompting
Chen Chen, Yufei Wang, Aixin Sun, Bing Li, and Kwok-Yan Lam. 2023 · 2023
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Llama 2: Open foundation and fine-tuned chat models
Touvron Hugo, Martin Louis, Stone Kevin, and others. 2023 · 2023
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Text-Augmented Open Knowledge Graph Completion via Pre-Trained Language Models
Pengcheng Jiang, Shivam Agarwal, Bowen Jin, Xuan Wang, Jimeng Sun, and Jiawei Han. 2023 · 2023
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Xiaozhi Wang, Tianyu Gao, Zhaocheng Zhu, Zhengyan Zhang, Zhiyuan Liu, Juanzi Li, and Jian Tang. 2021 · 2021
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Learning inter-entity-interaction for few-shot knowledge graph completion
Yuling Li, Kui Yu, Xiaoling Huang, and Yuhong Zhang. 2022 · 2022
Cited alongside, same era.
Holistic evaluation of language models
Percy Liang, Rishi Bommasani, and Tony et al. Lee. 2022 · 2022
Cited alongside, same era.
Chain-of-thought prompting elicits reasoning in large language models
Jason Wei, Xuezhi Wang, Dale Schuurmans, Maarten Bosma, Fei Xia, Ed Chi, Quoc V Le, Denny Zhou, et al. 2022 · 2022
Cited alongside, same era.
Relation-enhanced Negative Sampling for Multimodal Knowledge Graph Completion
Derong Xu, Tong Xu, Shiwei Wu, Jingbo Zhou, and Enhong Chen. 2022 · 2022
Cited alongside, same era.
Multi-modal knowledge graph construction and application: A survey
Xiangru Zhu, Zhixu Li, Xiaodan Wang, Xueyao Jiang, Penglei Sun, Xuwu Wang, Yanghua Xiao, and Nicholas Jing Yuan. 2022 · 2022
Cited alongside, same era.
Large Language Models and Knowledge Graphs: Opportunities and Challenges
Jeff Z Pan, Simon Razniewski, Jan-Christoph Kalo, Sneha Singhania, Jiaoyan Chen, Stefan Dietze, Hajira Jabeen, Janna Omeliyanenko, Wen Zhang, Matteo Lissandrini, et al. 2023a
Cited in the paper.
Jinyuan Li, Han Li, Zhuo Pan, and Gang Pan. 2023 · 2023
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Rethinking Language Models as Symbolic Knowledge Graphs
Vishwas Mruthyunjaya, Pouya Pezeshkpour, Estevam Hruschka, and Nikita Bhutani. 2023 · 2023
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OpenAI. 2023 · 2023
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Large language model based long-tail query rewriting in taobao search
Wenjun Peng, Guiyang Li, Yue Jiang, Zilong Wang, Dan Ou, Xiaoyi Zeng, Derong Xu, Tong Xu, and Enhong Chen. 2023 · 2023
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Multimodal Biological Knowledge Graph Completion via Triple Co-attention Mechanism
Derong Xu, Jingbo Zhou, Tong Xu, Yuan Xia, Ji Liu, Enhong Chen, and Dejing Dou. 2023b · 2023
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Relation-aware Ensemble Learning for Knowledge Graph Embedding
Ling Yue, Yongqi Zhang, Quanming Yao, Yong Li, Xian Wu, Ziheng Zhang, Zhenxi Lin, and Yefeng Zheng. 2023 · 2023
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GLM-130B: An Open Bilingual Pre-trained Model
Aohan Zeng, Xiao Liu, and Zhengxiao Du et al. 2023 · 2023
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