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2012.08492
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Learning from History: Modeling Temporal Knowledge Graphs with Sequential Copy-Generation Networks
AAAI Conference on Artificial Intelligence (AAAI), 2020
15 December 2020
Cunchao Zhu
Muhao Chen
Changjun Fan
Guangquan Cheng
Yan Zhan
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Papers citing
"Learning from History: Modeling Temporal Knowledge Graphs with Sequential Copy-Generation Networks"
50 / 68 papers shown
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Changjun Fan
186
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137
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11 Sep 2025
Towards Improving Long-Tail Entity Predictions in Temporal Knowledge Graphs through Global Similarity and Weighted Sampling
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Ryan Rossi
Sungchul Kim
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Mohammad Rostami
CLL
266
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25 Jul 2025
Disentangled Multi-span Evolutionary Network against Temporal Knowledge Graph Reasoning
Annual Meeting of the Association for Computational Linguistics (ACL), 2025
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Ziyue Qiao
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Qi Hao
Yi Du
Pengyang Wang
Yuanchun Zhou
247
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20 May 2025
Mixture Policy based Multi-Hop Reasoning over N-tuple Temporal Knowledge Graphs
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Miao Su
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Zixuan Li
Long Bai
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Xueqi Cheng
294
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19 May 2025
HALO: Half Life-Based Outdated Fact Filtering in Temporal Knowledge Graphs
The Web Conference (WWW), 2025
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Tingting Wang
Yupeng Gao
Shuo Yu
Jing Ren
Xiwei Xu
348
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12 May 2025
A Survey of Task-Oriented Knowledge Graph Reasoning: Status, Applications, and Prospects
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Bo Li
Yangguang Lin
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337
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27 Apr 2025
Ignite Forecasting with SPARK: An Efficient Generative Framework for Refining LLMs in Temporal Knowledge Graph Forecasting
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Hao Zhang
Yihao Luo
Yuchen Yang
Kun Lu
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235
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27 Mar 2025
Large Language Models-guided Dynamic Adaptation for Temporal Knowledge Graph Reasoning
Neural Information Processing Systems (NeurIPS), 2024
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Kai Sun
Linhao Luo
Wei Wei
Yongli Hu
Alan Wee-Chung Liew
Shirui Pan
Baocai Yin
409
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31 Dec 2024
Hawkes based Representation Learning for Reasoning over Scale-free Community-structured Temporal Knowledge Graphs
International Conference on Computational Linguistics (COLING), 2024
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Xinyue Liu
Wenxin Liang
Linlin Zong
Xianchao Zhang
287
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28 Dec 2024
From Semantics to Hierarchy: A Hybrid Euclidean-Tangent-Hyperbolic Space Model for Temporal Knowledge Graph Reasoning
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Zhisheng Qi
Cong Lin
421
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30 Aug 2024
Retrieval-Augmented Generation Meets Data-Driven Tabula Rasa Approach for Temporal Knowledge Graph Forecasting
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Sagar Srinivas Sakhinana
Venkataramana Runkana
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186
1
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CEGRL-TKGR: A Causal Enhanced Graph Representation Learning Framework for Temporal Knowledge Graph Reasoning
Jinze Sun
Yongpan Sheng
Lirong He
Yongbin Qin
Ming Liu
Tao Jia
CML
368
0
0
15 Aug 2024
ONSEP: A Novel Online Neural-Symbolic Framework for Event Prediction Based on Large Language Model
Annual Meeting of the Association for Computational Linguistics (ACL), 2024
Xuanqing Yu
Wangtao Sun
Jingwei Li
Kang Liu
Chengbao Liu
Jie Tan
OffRL
AI4TS
292
9
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14 Aug 2024
A Comprehensive Evaluation of Large Language Models on Temporal Event Forecasting
He Chang
Chenchen Ye
Zhulin Tao
Jie Wu
Zhengmao Yang
Yunshan Ma
Xianglin Huang
Tat-Seng Chua
AI4TS
365
12
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16 Jul 2024
TGB 2.0: A Benchmark for Learning on Temporal Knowledge Graphs and Heterogeneous Graphs
Neural Information Processing Systems (NeurIPS), 2024
J. Gastinger
Shenyang Huang
Mikhail Galkin
Erfan Loghmani
Ali Parviz
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Emanuele Rossi
Ioannis Koutis
Heiner Stuckenschmidt
Reihaneh Rabbany
Guillaume Rabusseau
222
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14 Jun 2024
A Unified Temporal Knowledge Graph Reasoning Model Towards Interpolation and Extrapolation
Kai Chen
Ye Wang
Yitong Li
Aiping Li
Han Yu
Xin Song
230
15
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28 May 2024
Historically Relevant Event Structuring for Temporal Knowledge Graph Reasoning
IEEE International Conference on Data Engineering (ICDE), 2024
Jinchuan Zhang
Bei Hui
Chong Mu
Ming Sun
Quanjiang Guo
Ling Tian
437
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17 May 2024
AMCEN: An Attention Masking-based Contrastive Event Network for Two-stage Temporal Knowledge Graph Reasoning
Jing Yang
Tianlin Li
Yutong Wang
Jiawei Wang
Fei-Yue Wang
297
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History repeats Itself: A Baseline for Temporal Knowledge Graph Forecasting
J. Gastinger
Christian Meilicke
Federico Errica
T. Sztyler
Anett Schuelke
Heiner Stuckenschmidt
AI4TS
337
12
0
25 Apr 2024
Selective Temporal Knowledge Graph Reasoning
International Conference on Language Resources and Evaluation (LREC), 2024
Zhongni Hou
Xiaolong Jin
Zixuan Li
Long Bai
Jiafeng Guo
Xueqi Cheng
344
0
0
02 Apr 2024
RLGNet: Repeating-Local-Global History Network for Temporal Knowledge Graph Reasoning
Ao Lv
Yongzhong Huang
Guige Ouyang
Yue Chen
Haoran Xie
197
3
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31 Mar 2024
Deja vu: Contrastive Historical Modeling with Prefix-tuning for Temporal Knowledge Graph Reasoning
Miao Peng
Ben Liu
Wenjie Xu
Zihao Jiang
Jiahui Zhu
Min Peng
230
4
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25 Mar 2024
A Survey on Temporal Knowledge Graph: Representation Learning and Applications
Lianshang Cai
Xin Mao
Yuhao Zhou
Zhaoguang Long
Changxu Wu
Man Lan
351
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02 Mar 2024
HIP Network: Historical Information Passing Network for Extrapolation Reasoning on Temporal Knowledge Graph
Yongquan He
Peng Zhang
Luchen Liu
Qi Liang
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Chuang Zhang
272
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19 Feb 2024
Chain of History: Learning and Forecasting with LLMs for Temporal Knowledge Graph Completion
Ruilin Luo
Tianle Gu
Haoling Li
Junzhe Li
Zicheng Lin
Jiayi Li
Yujiu Yang
AI4CE
535
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11 Jan 2024
Conflict Detection for Temporal Knowledge Graphs:A Fast Constraint Mining Algorithm and New Benchmarks
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Junyang Ren
Wentao Ding
Haoyuan Ouyang
Wei Hu
Yuzhong Qu
226
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18 Dec 2023
Learning Multi-graph Structure for Temporal Knowledge Graph Reasoning
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Jinchuan Zhang
Bei Hui
Chong Mu
Ling Tian
328
17
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04 Dec 2023
Local-Global History-aware Contrastive Learning for Temporal Knowledge Graph Reasoning
IEEE International Conference on Data Engineering (ICDE), 2023
Wei Chen
Huaiyu Wan
Yuting Wu
Shuyuan Zhao
Jiayaqi Cheng
Yuxin Li
Youfang Lin
295
22
0
04 Dec 2023
SCTc-TE: A Comprehensive Formulation and Benchmark for Temporal Event Forecasting
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Chenchen Ye
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Liang Pang
Tat-Seng Chua
AI4TS
191
4
0
02 Dec 2023
zrLLM: Zero-Shot Relational Learning on Temporal Knowledge Graphs with Large Language Models
North American Chapter of the Association for Computational Linguistics (NAACL), 2023
Zifeng Ding
Heling Cai
Jingpei Wu
Yunpu Ma
Ruotong Liao
Bo Xiong
Volker Tresp
AI4TS
315
23
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DURENDAL: Graph deep learning framework for temporal heterogeneous networks
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Matteo Zignani
S. Gaito
420
1
0
30 Sep 2023
Temporal Inductive Path Neural Network for Temporal Knowledge Graph Reasoning
Artificial Intelligence (AIJ), 2023
Hao Dong
Pengyang Wang
Meng Xiao
Zhiyuan Ning
P. Wang
Yuanchun Zhou
430
53
0
06 Sep 2023
Exploring the Limits of Historical Information for Temporal Knowledge Graph Extrapolation
Yi Xu
Junjie Ou
Hui Xu
Luoyi Fu
Lei Zhou
Xinbing Wang
Cheng Zhou
AI4TS
203
0
0
29 Aug 2023
A Survey on Temporal Knowledge Graph Completion: Taxonomy, Progress, and Prospects
Jiapu Wang
Boyue Wang
M. Qiu
Shirui Pan
Bo Xiong
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Linhao Luo
Tengfei Liu
Yongli Hu
Baocai Yin
Wen Gao
274
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Inductive Meta-path Learning for Schema-complex Heterogeneous Information Networks
IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2023
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Changjun Fan
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Yunfei Wang
Peng Cui
Luke Huan
Zhong Liu
161
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08 Jul 2023
History Repeats: Overcoming Catastrophic Forgetting For Event-Centric Temporal Knowledge Graph Completion
Annual Meeting of the Association for Computational Linguistics (ACL), 2023
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Mohammad Rostami
Aram Galstyan
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358
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Temporal Knowledge Graph Forecasting Without Knowledge Using In-Context Learning
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Kian Ahrabian
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Fred Morstatter
Jay Pujara
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NeuSTIP: A Novel Neuro-Symbolic Model for Link and Time Prediction in Temporal Knowledge Graphs
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Garima Gaur
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Pre-trained Language Model with Prompts for Temporal Knowledge Graph Completion
Annual Meeting of the Association for Computational Linguistics (ACL), 2023
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Ben Liu
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Xu Jia
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257
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Adaptive Path-Memory Network for Temporal Knowledge Graph Reasoning
International Joint Conference on Artificial Intelligence (IJCAI), 2023
Hao Dong
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Ziyue Qiao
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Yanjie Fu
301
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PaTeCon: A Pattern-Based Temporal Constraint Mining Method for Conflict Detection on Knowledge Graphs
AAAI Conference on Artificial Intelligence (AAAI), 2023
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Junyang Ren
Wentao Ding
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204
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DREAM: Adaptive Reinforcement Learning based on Attention Mechanism for Temporal Knowledge Graph Reasoning
Annual International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR), 2023
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Hongzhi Yin
Tong Chen
Quoc Viet Hung Nguyen
Wei Chen
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AI4TS
318
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MetaTKG: Learning Evolutionary Meta-Knowledge for Temporal Knowledge Graph Reasoning
Conference on Empirical Methods in Natural Language Processing (EMNLP), 2023
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225
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171
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A Survey of Knowledge Graph Reasoning on Graph Types: Static, Dynamic, and Multimodal
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Meng Liu
Yue Liu
Wenxuan Tu
Siwei Wang
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Fu Sun
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Logic and Commonsense-Guided Temporal Knowledge Graph Completion
AAAI Conference on Artificial Intelligence (AAAI), 2022
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358
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Temporal Knowledge Graph Reasoning with Historical Contrastive Learning
AAAI Conference on Artificial Intelligence (AAAI), 2022
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Junjie Ou
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396
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Conference on Empirical Methods in Natural Language Processing (EMNLP), 2022
Zixuan Li
Zhongni Hou
Saiping Guan
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Long Bai
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Xueqi Cheng
315
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