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2009.11355
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Structure Aware Negative Sampling in Knowledge Graphs
Conference on Empirical Methods in Natural Language Processing (EMNLP), 2020
23 September 2020
Kian Ahrabian
Aarash Feizi
Yasmin Salehi
William L. Hamilton
A. Bose
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Papers citing
"Structure Aware Negative Sampling in Knowledge Graphs"
25 / 25 papers shown
Two-dimensional Taxonomy for N-ary Knowledge Representation Learning Methods
Xiaohua Lu
Liubov Tupikina
Mehwish Alam
192
1
0
01 Jul 2025
Detecting underdetermination in parameterized quantum circuits
Marie Kempkes
Jakob Spiegelberg
Evert van Nieuwenburg
Vedran Dunjko
345
1
0
04 Apr 2025
Diffusion-based Hierarchical Negative Sampling for Multimodal Knowledge Graph Completion
Guanglin Niu
Xiaowei Zhang
303
6
0
28 Jan 2025
Diversified and Adaptive Negative Sampling on Knowledge Graphs
Ran Liu
Zhongzhou Liu
Xiaoli Li
Hao Wu
Yuan Fang
241
0
0
10 Oct 2024
Unified Interpretation of Smoothing Methods for Negative Sampling Loss Functions in Knowledge Graph Embedding
Xincan Feng
Hidetaka Kamigaito
Katsuhiko Hayashi
Taro Watanabe
167
2
0
05 Jul 2024
Diffusion-based Negative Sampling on Graphs for Link Prediction
Trung-Kien Nguyen
Yuan Fang
DiffM
188
25
0
25 Mar 2024
Negative Sampling in Knowledge Graph Representation Learning: A Review
Tiroshan Madushanka
R. Ichise
313
14
0
29 Feb 2024
Does Negative Sampling Matter? A Review with Insights into its Theory and Applications
Zhen Yang
Ming Ding
Tinglin Huang
Yukuo Cen
Junshuai Song
Bin Xu
Yuxiao Dong
Jie Tang
357
40
0
27 Feb 2024
Not All Negatives Are Worth Attending to: Meta-Bootstrapping Negative Sampling Framework for Link Prediction
Web Search and Data Mining (WSDM), 2023
Yakun Wang
Binbin Hu
Shuo Yang
Meiqi Zhu
Qing Cui
Qiyang Zhang
Jun Zhou
Guo Ye
Huimei He
216
2
0
08 Dec 2023
Negative Sampling with Adaptive Denoising Mixup for Knowledge Graph Embedding
Xian-gan Chen
Wen Zhang
Zhen Yao
Yin Hua
Siliang Tang
295
8
0
15 Oct 2023
Importance of negative sampling in weak label learning
IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2023
Ankit Parag Shah
Fuyu Tang
Zelin Ye
Rita Singh
Bhiksha Raj
168
1
0
23 Sep 2023
Noisy Positive-Unlabeled Learning with Self-Training for Speculative Knowledge Graph Reasoning
Annual Meeting of the Association for Computational Linguistics (ACL), 2023
Ruijie Wang
Baoyu Li
Yichen Lu
Dachun Sun
Jinning Li
Yuchen Yan
Shengzhong Liu
Hanghang Tong
Tarek Abdelzaher
243
9
0
13 Jun 2023
HaSa: Hardness and Structure-Aware Contrastive Knowledge Graph Embedding
The Web Conference (WWW), 2023
Honggen Zhang
Igor Molybog
Xufeng Zhao
320
13
0
17 May 2023
Modality-Aware Negative Sampling for Multi-modal Knowledge Graph Embedding
IEEE International Joint Conference on Neural Network (IJCNN), 2023
Yichi Zhang
Yin Hua
Wen Zhang
GAN
277
24
0
23 Apr 2023
Alleviating Sparsity of Open Knowledge Graphs with Ternary Contrastive Learning
Conference on Empirical Methods in Natural Language Processing (EMNLP), 2022
Qian Li
Shafiq Joty
Daling Wang
Shi Feng
Yifei Zhang
170
6
0
08 Nov 2022
Entity Aware Negative Sampling with Auxiliary Loss of False Negative Prediction for Knowledge Graph Embedding
Sang-hyun Je
132
8
0
12 Oct 2022
SMiLE: Schema-augmented Multi-level Contrastive Learning for Knowledge Graph Link Prediction
Conference on Empirical Methods in Natural Language Processing (EMNLP), 2022
Miao Peng
Ben Liu
Qianqian Xie
Wenjie Xu
Hua Wang
Min Peng
385
19
0
10 Oct 2022
Knowledge Graph Completion with Pre-trained Multimodal Transformer and Twins Negative Sampling
Yichi Zhang
Wen Zhang
325
38
0
15 Sep 2022
Subsampling for Knowledge Graph Embedding Explained
Hidetaka Kamigaito
Katsuhiko Hayashi
157
2
0
13 Sep 2022
Comprehensive Analysis of Negative Sampling in Knowledge Graph Representation Learning
International Conference on Machine Learning (ICML), 2022
Hidetaka Kamigaito
Katsuhiko Hayashi
196
27
0
21 Jun 2022
Positive-Unlabeled Learning with Adversarial Data Augmentation for Knowledge Graph Completion
International Joint Conference on Artificial Intelligence (IJCAI), 2022
Zhenwei Tang
Shichao Pei
Zhao Zhang
Yongchun Zhu
Fuzhen Zhuang
Robert Hoehndorf
Xiangliang Zhang
439
37
0
02 May 2022
LEMON: LanguagE ModeL for Negative Sampling of Knowledge Graph Embeddings
Md. Rony
Mirza Mohtashim Alam
Semab Ali
Jens Lehmann
S. Vahdati
254
3
0
09 Mar 2022
MixKG: Mixing for harder negative samples in knowledge graph
Feihu Che
Guohua Yang
Pengpeng Shao
Dawei Zhang
Jianhua Tao
244
6
0
19 Feb 2022
Neural Path Hunter: Reducing Hallucination in Dialogue Systems via Path Grounding
Conference on Empirical Methods in Natural Language Processing (EMNLP), 2021
Nouha Dziri
Andrea Madotto
Osmar Zaiane
A. Bose
HILM
253
156
0
17 Apr 2021
NegatER: Unsupervised Discovery of Negatives in Commonsense Knowledge Bases
Conference on Empirical Methods in Natural Language Processing (EMNLP), 2020
Tara Safavi
Jing Zhu
Danai Koutra
313
13
0
15 Nov 2020
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