TILP: Differentiable Learning of Temporal Logical Rules on Knowledge Graphs

19 February 2024

Faramarz Fekri

Papers citing "TILP: Differentiable Learning of Temporal Logical Rules on Knowledge Graphs"

30 / 30 papers shown

Title
Integrate Temporal Graph Learning into LLM-based Temporal Knowledge Graph Model He Chang Jie Wu Zhulin Tao Yunshan Ma Xianglin Huang Tat-Seng Chua 31 0 0 21 Jan 2025
Towards Pattern-aware Data Augmentation for Temporal Knowledge Graph Completion Jiasheng Zhang Deqiang Ouyang Shuang Liang Jie Shao 25 0 0 03 Jan 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 47 5 0 31 Dec 2024
Learning Rule-Induced Subgraph Representations for Inductive Relation Prediction Tianyu Liu Qitan Lv Jie Wang Shuling Yang Hanzhu Chen 21 3 0 09 Aug 2024
Advancing Prompt Recovery in NLP: A Deep Dive into the Integration of Gemma-2b-it and Phi2 Models Jianlong Chen Wei Xu Zhicheng Ding Jinxin Xu Hao Yan Xinyu Zhang 38 2 0 07 Jul 2024
TRACE the Evidence: Constructing Knowledge-Grounded Reasoning Chains for Retrieval-Augmented Generation Jinyuan Fang Zaiqiao Meng Craig Macdonald RALM LRM 33 6 0 17 Jun 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
DALK: Dynamic Co-Augmentation of LLMs and KG to answer Alzheimer's Disease Questions with Scientific Literature Dawei Li Shu Yang Zhen Tan Jae Young Baik Sunkwon Yun ... D. Duong-Tran Ying Ding Huan Liu Li Shen Tianlong Chen 40 31 0 08 May 2024
Enhanced Detection Classification via Clustering SVM for Various Robot Collaboration Task Rui Liu Xuanzhen Xu Yuwei Shen Armando Zhu Chang Yu Tianjian Chen Ye Zhang 62 34 0 05 May 2024
SemanticFormer: Holistic and Semantic Traffic Scene Representation for Trajectory Prediction using Knowledge Graphs Zhigang Sun Zixu Wang Lavdim Halilaj J. Luettin 23 4 0 30 Apr 2024
RealTCD: Temporal Causal Discovery from Interventional Data with Large Language Model Peiwen Li Xin Wang Zeyang Zhang Yuan Meng Fang-lin Shen Yue Li Jialong Wang Yang Li Wenweu Zhu 46 3 0 23 Apr 2024
Automatic Knowledge Graph Construction for Judicial Cases Jie Zhou Xin Chen Hang Zhang Zhe Li 11 3 0 15 Apr 2024
TransTARec: Time-Adaptive Translating Embedding Model for Next POI Recommendation Yiping Sun 19 10 0 10 Apr 2024
Knowledge Graph Assisted Automatic Sports News Writing Yang Cao Xinyi Chen Xin Zhang Siying Li 6 0 0 17 Feb 2024
Large Language Models Can Learn Temporal Reasoning Siheng Xiong Ali Payani Ramana Rao Kompella Faramarz Fekri LRM 27 73 0 12 Jan 2024
TEILP: Time Prediction over Knowledge Graphs via Logical Reasoning Siheng Xiong Yuan Yang Ali Payani J. C. Kerce Faramarz Fekri 17 27 0 25 Dec 2023
Knowledge Graph Enhanced Aspect-Level Sentiment Analysis Kavita Sharma Ritu Patel Sunita Iyer 24 0 0 02 Dec 2023
Knowledge Graph Driven Recommendation System Algorithm Chaoyang Zhang Yanan Li Shen Chen Siwei Fan Wei Li 11 3 0 01 Dec 2023
Semantic Parsing for Question Answering over Knowledge Graphs Sijia Wei Wenwen Zhang Qisong Li Jiang Zhao 20 0 0 01 Dec 2023
Rule-Guided Joint Embedding Learning over Knowledge Graphs Qisong Li Ji Lin Sijia Wei Neng Liu 25 0 0 01 Dec 2023
Location Sensitive Embedding for Knowledge Graph Reasoning Deepak Banerjee Anjali Ishaan KELM 11 0 0 01 Dec 2023
Dynamic Fault Characteristics Evaluation in Power Grid Hao Pei Si Lin Chuanfu Li Che Wang Hao Chen Sizhe Li 21 0 0 28 Nov 2023
Dynamic Fault Analysis in Substations Based on Knowledge Graphs Weiwei Li Xing-Jing Liu Wei Wang Lu Chen Sizhe Li Hui Fan 6 1 0 22 Nov 2023
Knowledge Graph Construction in Power Distribution Networks Xiang Li Che Wang Bing Li Hao Chen Sizhe Li 18 0 0 15 Nov 2023
Image Recognition of Oil Leakage Area Based on Logical Semantic Discrimination Weiying Lin Cheng Liu Xin Zhang Zhen Wei Sizhe Li Xun Ma 16 0 0 03 Nov 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 36 18 0 04 Aug 2023
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 24 107 0 12 Dec 2022
Temporal Inductive Logic Reasoning over Hypergraphs Yuan Yang Siheng Xiong Ali Payani J. C. Kerce Faramarz Fekri AI4CE 14 5 0 09 Jun 2022
One-shot Learning for Temporal Knowledge Graphs Mehrnoosh Mirtaheri Mohammad Rostami Xiang Ren Fred Morstatter Aram Galstyan 26 22 0 23 Oct 2020
Learning Sequence Encoders for Temporal Knowledge Graph Completion Alberto García-Durán Sebastijan Dumancic Mathias Niepert 187 387 0 10 Sep 2018