MMKGR: Multi-hop Multi-modal Knowledge Graph Reasoning

3 September 2022

Papers citing "MMKGR: Multi-hop Multi-modal Knowledge Graph Reasoning"

39 / 39 papers shown

Title
Transformer-Based Multimodal Knowledge Graph Completion with Link-Aware Contexts Haodi Ma Dzmitry Kasinets Daisy Zhe Wang 88 0 0 28 Jan 2025
Reinforcement Learning from Reformulations in Conversational Question Answering over Knowledge Graphs Magdalena Kaiser Rishiraj Saha Roy Gerhard Weikum 44 54 0 11 May 2021
Relational Learning with Gated and Attentive Neighbor Aggregator for Few-Shot Knowledge Graph Completion Guanglin Niu Yang Li Chengguang Tang Ruiying Geng Jian Dai Qiao Liu Hao Wang Jian Sun Fei Huang Luo Si 59 88 0 27 Apr 2021
Efficient Relation-aware Scoring Function Search for Knowledge Graph Embedding Shimin Di Quanming Yao Yongqi Zhang Lei Chen 65 22 0 22 Apr 2021
An Improved Attention for Visual Question Answering Tanzila Rahman Shih-Han Chou Leonid Sigal Giuseppe Carenini 32 43 0 04 Nov 2020
A Survey on Knowledge Graphs: Representation, Acquisition and Applications Shaoxiong Ji Shirui Pan Min Zhang Pekka Marttinen Philip S. Yu 292 1,988 0 02 Feb 2020
Adapting Meta Knowledge Graph Information for Multi-Hop Reasoning over Few-Shot Relations Xin Lv Yuxian Gu Xu Han Lei Hou Juan-Zi Li Zhiyuan Liu LRM 73 87 0 30 Aug 2019
Attention on Attention for Image Captioning Lun Huang Wenmin Wang Jie Chen Xiao-Yong Wei 59 832 0 19 Aug 2019
Deep Modular Co-Attention Networks for Visual Question Answering Zhou Yu Jun Yu Yuhao Cui Dacheng Tao Q. Tian 87 805 0 25 Jun 2019
Reinforcement Knowledge Graph Reasoning for Explainable Recommendation Yikun Xian Zuohui Fu S. Muthukrishnan Gerard de Melo Yongfeng Zhang 74 464 0 12 Jun 2019
Hierarchical Decision Making by Generating and Following Natural Language Instructions Hengyuan Hu Denis Yarats Qucheng Gong Yuandong Tian M. Lewis LM&Ro 38 66 0 03 Jun 2019
AutoSF: Searching Scoring Functions for Knowledge Graph Embedding Yongqi Zhang Quanming Yao Wenyuan Dai Lei Chen 49 80 0 26 Apr 2019
MMKG: Multi-Modal Knowledge Graphs Ye Liu Hui Li Alberto García-Durán Mathias Niepert Daniel Oñoro-Rubio David S. Rosenblum 59 203 0 13 Mar 2019
Embodied Multimodal Multitask Learning Devendra Singh Chaplot Lisa Lee Ruslan Salakhutdinov Devi Parikh Dhruv Batra LM&Ro 67 24 0 04 Feb 2019
NSCaching: Simple and Efficient Negative Sampling for Knowledge Graph Embedding Yongqi Zhang Quanming Yao Yingxia Shao Lei Chen BDL 43 123 0 16 Dec 2018
Embedding Multimodal Relational Data for Knowledge Base Completion Pouya Pezeshkpour Liyan Chen Sameer Singh 51 125 0 05 Sep 2018
Multi-Hop Knowledge Graph Reasoning with Reward Shaping Xi Lin R. Socher Caiming Xiong LRM 85 334 0 31 Aug 2018
Multimodal Hierarchical Reinforcement Learning Policy for Task-Oriented Visual Dialog Jiaping Zhang Tiancheng Zhao Zhou Yu 37 40 0 08 May 2018
Improved Fusion of Visual and Language Representations by Dense Symmetric Co-Attention for Visual Question Answering Duy-Kien Nguyen Takayuki Okatani 58 280 0 03 Apr 2018
Building Efficient ConvNets using Redundant Feature Pruning B. Ayinde J. Zurada VLM 3DPC 58 47 0 21 Feb 2018
M-Walk: Learning to Walk over Graphs using Monte Carlo Tree Search Yelong Shen Jianshu Chen Po-Sen Huang Yuqing Guo Jianfeng Gao 52 127 0 12 Feb 2018
Non-local Neural Networks Xinyu Wang Ross B. Girshick Abhinav Gupta Kaiming He OffRL 283 8,905 0 21 Nov 2017
Go for a Walk and Arrive at the Answer: Reasoning Over Paths in Knowledge Bases using Reinforcement Learning Rajarshi Das Shehzaad Dhuliawala Manzil Zaheer Luke Vilnis Ishan Durugkar A. Krishnamurthy Alex Smola Andrew McCallum KELM 93 510 0 15 Nov 2017
Beyond Bilinear: Generalized Multimodal Factorized High-order Pooling for Visual Question Answering Zhou Yu Jun-chen Yu Chenchao Xiang Jianping Fan Dacheng Tao 58 460 0 10 Aug 2017
DeepPath: A Reinforcement Learning Method for Knowledge Graph Reasoning Wenhan Xiong Thi-Lan-Giao Hoang William Yang Wang 74 723 0 20 Jul 2017
Convolutional 2D Knowledge Graph Embeddings Tim Dettmers Pasquale Minervini Pontus Stenetorp Sebastian Riedel GNN 3DV 183 2,610 0 05 Jul 2017
Attention Is All You Need Ashish Vaswani Noam M. Shazeer Niki Parmar Jakob Uszkoreit Llion Jones Aidan Gomez Lukasz Kaiser Illia Polosukhin 3DV 687 131,526 0 12 Jun 2017
Mapping Instructions and Visual Observations to Actions with Reinforcement Learning Dipendra Kumar Misra John Langford Yoav Artzi 64 247 0 28 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
Knowing When to Look: Adaptive Attention via A Visual Sentinel for Image Captioning Jiasen Lu Caiming Xiong Devi Parikh R. Socher 118 1,452 0 06 Dec 2016
Image-embodied Knowledge Representation Learning Ruobing Xie Zhiyuan Liu Huanbo Luan Maosong Sun 166 218 0 22 Sep 2016
Complex Embeddings for Simple Link Prediction Théo Trouillon Johannes Welbl Sebastian Riedel Éric Gaussier Guillaume Bouchard BDL 88 2,970 0 20 Jun 2016
Multimodal Compact Bilinear Pooling for Visual Question Answering and Visual Grounding Akira Fukui Dong Huk Park Daylen Yang Anna Rohrbach Trevor Darrell Marcus Rohrbach 293 1,465 0 06 Jun 2016
Stacked Attention Networks for Image Question Answering Zichao Yang Xiaodong He Jianfeng Gao Li Deng Alex Smola BDL 103 1,881 0 07 Nov 2015
Holographic Embeddings of Knowledge Graphs Maximilian Nickel Lorenzo Rosasco T. Poggio 60 1,201 0 16 Oct 2015
Show, Attend and Tell: Neural Image Caption Generation with Visual Attention Ke Xu Jimmy Ba Ryan Kiros Kyunghyun Cho Aaron Courville Ruslan Salakhutdinov R. Zemel Yoshua Bengio DiffM 334 10,067 0 10 Feb 2015
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
Return of the Devil in the Details: Delving Deep into Convolutional Nets Ken Chatfield Karen Simonyan Andrea Vedaldi Andrew Zisserman FAtt 212 3,417 0 14 May 2014
Efficient Estimation of Word Representations in Vector Space Tomas Mikolov Kai Chen G. Corrado J. Dean 3DV 665 31,490 0 16 Jan 2013