Learning from History: Modeling Temporal Knowledge Graphs with Sequential Copy-Generation Networks

15 December 2020

Papers citing "Learning from History: Modeling Temporal Knowledge Graphs with Sequential Copy-Generation Networks"

50 / 63 papers shown

Title
HALO: Half Life-Based Outdated Fact Filtering in Temporal Knowledge Graphs Feng Ding Tingting Wang Yupeng Gao Shuo Yu Jing Ren Feng Xia 24 0 0 12 May 2025
Ignite Forecasting with SPARK: An Efficient Generative Framework for Refining LLMs in Temporal Knowledge Graph Forecasting Gongzhu Yin H. Zhang Y. Luo Yuchen Yang Kun Lu Chao Meng AI4TS 39 0 0 27 Mar 2025
Large Language Models-guided Dynamic Adaptation for Temporal Knowledge Graph Reasoning Jiapu Wang Kai Sun Linhao Luo Wei Wei Yongli Hu Alan Wee-Chung Liew Shirui Pan Baocai Yin 52 5 0 31 Dec 2024
Hawkes based Representation Learning for Reasoning over Scale-free Community-structured Temporal Knowledge Graphs Yuwei Du Xinyue Liu Wenxin Liang Linlin Zong Xianchao Zhang 28 0 0 28 Dec 2024
From Semantics to Hierarchy: A Hybrid Euclidean-Tangent-Hyperbolic Space Model for Temporal Knowledge Graph Reasoning Siling Feng Zhisheng Qi Cong Lin 24 0 0 30 Aug 2024
Retrieval-Augmented Generation Meets Data-Driven Tabula Rasa Approach for Temporal Knowledge Graph Forecasting Geethan Sannidhi Sagar Srinivas Sakhinana Venkataramana Runkana RALM 21 0 0 18 Aug 2024
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 47 0 0 15 Aug 2024
ONSEP: A Novel Online Neural-Symbolic Framework for Event Prediction Based on Large Language Model Xuanqing Yu Wangtao Sun Jingwei Li Kang Liu Chengbao Liu Jie Tan OffRL AI4TS 38 3 0 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 24 1 0 16 Jul 2024
TGB 2.0: A Benchmark for Learning on Temporal Knowledge Graphs and Heterogeneous Graphs J. Gastinger Shenyang Huang Mikhail Galkin Erfan Loghmani Ali Parviz ... Emanuele Rossi Ioannis Koutis Heiner Stuckenschmidt Reihaneh Rabbany Guillaume Rabusseau 46 6 0 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 24 4 0 28 May 2024
Historically Relevant Event Structuring for Temporal Knowledge Graph Reasoning Jinchuan Zhang Bei Hui Chong Mu Ming Sun Quanjiang Guo Ling Tian 63 1 0 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 40 0 0 16 May 2024
History repeats Itself: A Baseline for Temporal Knowledge Graph Forecasting J. Gastinger Christian Meilicke Federico Errica T. Sztyler Anett Schuelke Heiner Stuckenschmidt AI4TS 24 5 0 25 Apr 2024
Selective Temporal Knowledge Graph Reasoning Zhongni Hou Xiaolong Jin Zixuan Li Long Bai J. Guo Xueqi Cheng 35 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 36 0 0 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 32 1 0 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 29 11 0 02 Mar 2024
HIP Network: Historical Information Passing Network for Extrapolation Reasoning on Temporal Knowledge Graph Yongquan He Peng Zhang Luchen Liu Qi Liang Wenyuan Zhang Chuang Zhang 27 43 0 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 33 7 0 11 Jan 2024
Conflict Detection for Temporal Knowledge Graphs:A Fast Constraint Mining Algorithm and New Benchmarks Jianhao Chen Junyang Ren Wentao Ding Haoyuan Ouyang Wei Hu Yuzhong Qu 8 0 0 18 Dec 2023
Learning Multi-graph Structure for Temporal Knowledge Graph Reasoning Jinchuan Zhang Bei Hui Chong Mu Ling Tian 19 9 0 04 Dec 2023
Local-Global History-aware Contrastive Learning for Temporal Knowledge Graph Reasoning Wei Chen Huaiyu Wan Yuting Wu Shuyuan Zhao Jiayaqi Cheng Yuxin Li Youfang Lin 39 4 0 04 Dec 2023
SCTc-TE: A Comprehensive Formulation and Benchmark for Temporal Event Forecasting Yunshan Ma Chenchen Ye Zijian Wu Xiang Wang Yixin Cao Liang Pang Tat-Seng Chua AI4TS 15 0 0 02 Dec 2023
zrLLM: Zero-Shot Relational Learning on Temporal Knowledge Graphs with Large Language Models Zifeng Ding Heling Cai Jingpei Wu Yunpu Ma Ruotong Liao Bo Xiong Volker Tresp AI4TS 26 11 0 15 Nov 2023
Temporal Inductive Path Neural Network for Temporal Knowledge Graph Reasoning Hao Dong Pengyang Wang Meng Xiao Zhiyuan Ning P. Wang Yuanchun Zhou 22 20 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 24 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 ... Linhao Luo Tengfei Liu Yongli Hu Baocai Yin Wen Gao 38 19 0 04 Aug 2023
Inductive Meta-path Learning for Schema-complex Heterogeneous Information Networks Shixuan Liu Changjun Fan Kewei Cheng Yunfei Wang Peng Cui Yizhou Sun Zhong Liu 32 3 0 08 Jul 2023
History Repeats: Overcoming Catastrophic Forgetting For Event-Centric Temporal Knowledge Graph Completion Mehrnoosh Mirtaheri Mohammad Rostami Aram Galstyan CLL 25 6 0 30 May 2023
Temporal Knowledge Graph Forecasting Without Knowledge Using In-Context Learning Dong-Ho Lee Kian Ahrabian Woojeong Jin Fred Morstatter Jay Pujara 22 31 0 17 May 2023
NeuSTIP: A Novel Neuro-Symbolic Model for Link and Time Prediction in Temporal Knowledge Graphs I. Singh Navdeep Kaur Garima Gaur Mausam 22 3 0 15 May 2023
Pre-trained Language Model with Prompts for Temporal Knowledge Graph Completion Wenjie Xu Ben Liu Miao Peng Xu Jia Min Peng 23 20 0 13 May 2023
Adaptive Path-Memory Network for Temporal Knowledge Graph Reasoning Hao Dong Zhiyuan Ning Pengyang Wang Ziyue Qiao P. Wang Yuanchun Zhou Yanjie Fu 19 14 0 25 Apr 2023
PaTeCon: A Pattern-Based Temporal Constraint Mining Method for Conflict Detection on Knowledge Graphs Jianhao Chen Junyang Ren Wentao Ding Yuzhong Qu 14 3 0 18 Apr 2023
DREAM: Adaptive Reinforcement Learning based on Attention Mechanism for Temporal Knowledge Graph Reasoning Shangfei Zheng Hongzhi Yin Tong Chen Quoc Viet Hung Nguyen Wei Chen Lei Zhao AI4TS 18 19 0 08 Apr 2023
MetaTKG: Learning Evolutionary Meta-Knowledge for Temporal Knowledge Graph Reasoning Yuwei Xia Mengqi Zhang Qiang Liu Shu Wu Xiaoyu Zhang 24 11 0 02 Feb 2023
Modeling the evolution of temporal knowledge graphs with uncertainty Soeren Nolting Zhen Han Volker Tresp 11 1 0 12 Jan 2023
Improving Narrative Relationship Embeddings by Training with Additional Inverse-Relationship Constraints Mikolaj Figurski 17 0 0 21 Dec 2022
A Survey of Knowledge Graph Reasoning on Graph Types: Static, Dynamic, and Multimodal K. Liang Lingyuan Meng Meng Liu Yue Liu Wenxuan Tu Siwei Wang Sihang Zhou Xinwang Liu Fu Sun LRM 26 108 0 12 Dec 2022
Logic and Commonsense-Guided Temporal Knowledge Graph Completion Guanglin Niu Bo Li 15 17 0 30 Nov 2022
Temporal Knowledge Graph Reasoning with Historical Contrastive Learning Yi Xu Junjie Ou Hui Xu Luoyi Fu AI4TS 6 91 0 20 Nov 2022
HiSMatch: Historical Structure Matching based Temporal Knowledge Graph Reasoning Zixuan Li Zhongni Hou Saiping Guan Xiaolong Jin W. Peng Long Bai Yajuan Lyu Wei Li J. Guo Xueqi Cheng 27 26 0 18 Oct 2022
Bending the Future: Autoregressive Modeling of Temporal Knowledge Graphs in Curvature-Variable Hyperbolic Spaces J. Sohn Mingyu Derek Ma Muhao Chen 27 2 0 12 Sep 2022
ForecastTKGQuestions: A Benchmark for Temporal Question Answering and Forecasting over Temporal Knowledge Graphs Zifeng Ding Zong-Xun Li Ruoxia Qi Jingpei Wu Bailan He ... Zhao Meng Shuo Chen Ruotong Liao Zhen Han Volker Tresp 18 8 0 12 Aug 2022
TFLEX: Temporal Feature-Logic Embedding Framework for Complex Reasoning over Temporal Knowledge Graph Xu Lin Chengjin Xu E. Haihong Fenglong Su Gengxian Zhou Tianyi Hu Ningyuan Li Mingzhi Sun Haoran Luo ReLM 28 13 0 28 May 2022
Learning Meta Representations of One-shot Relations for Temporal Knowledge Graph Link Prediction Zifeng Ding Bailan He Yunpu Ma Zhen Han Volker Tresp 35 11 0 21 May 2022
Adaptive Pseudo-Siamese Policy Network for Temporal Knowledge Prediction Pengpeng Shao Tong Liu Feihu Che Dawei Zhang Jianhua Tao 9 7 0 26 Apr 2022
RotateQVS: Representing Temporal Information as Rotations in Quaternion Vector Space for Temporal Knowledge Graph Completion Kai Chen Ye Wang Yitong Li Aiping Li 9 43 0 15 Mar 2022
Complex Evolutional Pattern Learning for Temporal Knowledge Graph Reasoning Zixuan Li Saiping Guan Xiaolong Jin W. Peng Yajuan Lyu Yong Zhu Long Bai Wei Li J. Guo Xueqi Cheng 19 76 0 15 Mar 2022