Croppable Knowledge Graph Embedding

3 July 2024

Papers citing "Croppable Knowledge Graph Embedding"

37 / 37 papers shown

Title
Towards Continual Knowledge Graph Embedding via Incremental Distillation Jiajun Liu Wenjun Ke Peng Wang Ziyu Shang Jinhua Gao Guozheng Li Ke Ji Yanhe Liu CLL 44 18 0 07 May 2024
Entity-Agnostic Representation Learning for Parameter-Efficient Knowledge Graph Embedding Yin Hua Wen Zhang Zhen Yao Yushan Zhu Yang Gao Jeff Z. Pan Hua-zeng Chen 48 10 0 03 Feb 2023
Feature Structure Distillation with Centered Kernel Alignment in BERT Transferring Heeseung Jung Doyeon Kim Seung-Hoon Na Kangil Kim 44 6 0 01 Apr 2022
Knowledge Perceived Multi-modal Pretraining in E-commerce Yushan Zhu Huaixiao Tou Wen Zhang Ganqiang Ye Hui Chen Ningyu Zhang Huajun Chen 54 33 0 20 Aug 2021
NodePiece: Compositional and Parameter-Efficient Representations of Large Knowledge Graphs Mikhail Galkin E. Denis Jiapeng Wu William L. Hamilton OCL 57 89 0 23 Jun 2021
BERT Learns to Teach: Knowledge Distillation with Meta Learning Wangchunshu Zhou Canwen Xu Julian McAuley 70 87 0 08 Jun 2021
Billion-scale Pre-trained E-commerce Product Knowledge Graph Model Wen Zhang Chi-Man Wong Ganqiang Ye Bo Wen Wei Zhang Huajun Chen 37 21 0 02 May 2021
BinaryBERT: Pushing the Limit of BERT Quantization Haoli Bai Wei Zhang Lu Hou Lifeng Shang Jing Jin Xin Jiang Qun Liu Michael Lyu Irwin King MQ 190 225 0 31 Dec 2020
PairRE: Knowledge Graph Embeddings via Paired Relation Vectors Linlin Chao Jianshan He Taifeng Wang Wei Chu 50 164 0 07 Nov 2020
CoDEx: A Comprehensive Knowledge Graph Completion Benchmark Tara Safavi Danai Koutra ELM 63 121 0 16 Sep 2020
DualDE: Dually Distilling Knowledge Graph Embedding for Faster and Cheaper Reasoning Yushan Zhu Wen Zhang Yin Hua Hui Chen Xu-Xin Cheng Wei Zhang Huajun Chen Zhejiang University 49 27 0 13 Sep 2020
HAT: Hardware-Aware Transformers for Efficient Natural Language Processing Hanrui Wang Zhanghao Wu Zhijian Liu Han Cai Ligeng Zhu Chuang Gan Song Han 88 262 0 28 May 2020
Training with Quantization Noise for Extreme Model Compression Angela Fan Pierre Stock Benjamin Graham Edouard Grave Remi Gribonval Hervé Jégou Armand Joulin MQ 84 245 0 15 Apr 2020
MiniLM: Deep Self-Attention Distillation for Task-Agnostic Compression of Pre-Trained Transformers Wenhui Wang Furu Wei Li Dong Hangbo Bao Nan Yang Ming Zhou VLM 139 1,265 0 25 Feb 2020
Composition-based Multi-Relational Graph Convolutional Networks Shikhar Vashishth Soumya Sanyal Vikram Nitin Partha P. Talukdar GNN 122 842 0 08 Nov 2019
Patient Knowledge Distillation for BERT Model Compression S. Sun Yu Cheng Zhe Gan Jingjing Liu 123 837 0 25 Aug 2019
Relation Embedding with Dihedral Group in Knowledge Graph Canran Xu Ruijiang Li 38 74 0 03 Jun 2019
Analyzing Multi-Head Self-Attention: Specialized Heads Do the Heavy Lifting, the Rest Can Be Pruned Elena Voita David Talbot F. Moiseev Rico Sennrich Ivan Titov 106 1,139 0 23 May 2019
Quaternion Knowledge Graph Embeddings Shuai Zhang Yi Tay Lina Yao Qi Liu 79 463 0 23 Apr 2019
Relational Knowledge Distillation Wonpyo Park Dongju Kim Yan Lu Minsu Cho 65 1,412 0 10 Apr 2019
Distilling Task-Specific Knowledge from BERT into Simple Neural Networks Raphael Tang Yao Lu Linqing Liu Lili Mou Olga Vechtomova Jimmy J. Lin 66 420 0 28 Mar 2019
RotatE: Knowledge Graph Embedding by Relational Rotation in Complex Space Zhiqing Sun Zhihong Deng Jian-Yun Nie Jian Tang 105 2,130 0 26 Feb 2019
Improved Knowledge Distillation via Teacher Assistant Seyed Iman Mirzadeh Mehrdad Farajtabar Ang Li Nir Levine Akihiro Matsukawa H. Ghasemzadeh 92 1,075 0 09 Feb 2019
BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding Jacob Devlin Ming-Wei Chang Kenton Lee Kristina Toutanova VLM SSL SSeg 1.7K 94,770 0 11 Oct 2018
GLUE: A Multi-Task Benchmark and Analysis Platform for Natural Language Understanding Alex Jinpeng Wang Amanpreet Singh Julian Michael Felix Hill Omer Levy Samuel R. Bowman ELM 1.1K 7,154 0 20 Apr 2018
SentEval: An Evaluation Toolkit for Universal Sentence Representations Alexis Conneau Douwe Kiela 98 640 0 14 Mar 2018
SimplE Embedding for Link Prediction in Knowledge Graphs Seyed Mehran Kazemi David Poole 74 714 0 13 Feb 2018
A Novel Embedding Model for Knowledge Base Completion Based on Convolutional Neural Network Dai Quoc Nguyen T. Nguyen Dat Quoc Nguyen Dinh Q. Phung 3DV 75 703 0 06 Dec 2017
Convolutional 2D Knowledge Graph Embeddings Tim Dettmers Pasquale Minervini Pontus Stenetorp Sebastian Riedel GNN 3DV 183 2,615 0 05 Jul 2017
A Broad-Coverage Challenge Corpus for Sentence Understanding through Inference Adina Williams Nikita Nangia Samuel R. Bowman 517 4,476 0 18 Apr 2017
Modeling Relational Data with Graph Convolutional Networks Michael Schlichtkrull Thomas Kipf Peter Bloem Rianne van den Berg Ivan Titov Max Welling GNN 185 4,815 0 17 Mar 2017
Complex Embeddings for Simple Link Prediction Théo Trouillon Johannes Welbl Sebastian Riedel Éric Gaussier Guillaume Bouchard BDL 88 2,974 0 20 Jun 2016
SQuAD: 100,000+ Questions for Machine Comprehension of Text Pranav Rajpurkar Jian Zhang Konstantin Lopyrev Percy Liang RALM 271 8,127 0 16 Jun 2016
Question Answering over Knowledge Base with Neural Attention Combining Global Knowledge Information Yuanzhe Zhang Kang Liu Shizhu He Guoliang Ji Zhanyi Liu Hua Wu Jun Zhao 60 59 0 03 Jun 2016
Distilling the Knowledge in a Neural Network Geoffrey E. Hinton Oriol Vinyals J. Dean FedML 344 19,634 0 09 Mar 2015
Adam: A Method for Stochastic Optimization Diederik P. Kingma Jimmy Ba ODL 1.8K 150,039 0 22 Dec 2014
Embedding Entities and Relations for Learning and Inference in Knowledge Bases Bishan Yang Wen-tau Yih Xiaodong He Jianfeng Gao Li Deng NAI 93 3,194 0 20 Dec 2014