Learning to Walk with Dual Agents for Knowledge Graph Reasoning

Learning to Walk with Dual Agents for Knowledge Graph Reasoning

23 December 2021

Papers citing "Learning to Walk with Dual Agents for Knowledge Graph Reasoning"

18 / 18 papers shown

Title
Learning Disentangled Representations for Time Series Yuening Li Zhengzhang Chen Daochen Zha Mengnan Du Denghui Zhang Haifeng Chen Xia Hu CoGe AI4TS 31 9 0 17 May 2021
Job2Vec: Job Title Benchmarking with Collective Multi-View Representation Learning Denghui Zhang Junming Liu Hengshu Zhu Yanchi Liu Lichen Wang Pengyang Wang Hui Xiong 39 47 0 16 Sep 2020
A Survey on Knowledge Graphs: Representation, Acquisition and Applications Shaoxiong Ji Shirui Pan Min Zhang Pekka Marttinen Philip S. Yu 292 1,980 0 02 Feb 2020
Reasoning on Knowledge Graphs with Debate Dynamics Marcel Hildebrandt Jorge Andres Quintero Serna Yunpu Ma Martin Ringsquandl Mitchell Joblin Volker Tresp 44 53 0 02 Jan 2020
PyTorch: An Imperative Style, High-Performance Deep Learning Library Adam Paszke Sam Gross Francisco Massa Adam Lerer James Bradbury ... Sasank Chilamkurthy Benoit Steiner Lu Fang Junjie Bai Soumith Chintala ODL 391 42,299 0 03 Dec 2019
KBQA: Learning Question Answering over QA Corpora and Knowledge Bases Wanyun Cui Yanghua Xiao Haixun Wang Yangqiu Song Seung-won Hwang Wei Wang 36 256 0 06 Mar 2019
Multi-Hop Knowledge Graph Reasoning with Reward Shaping Xi Lin R. Socher Caiming Xiong LRM 85 333 0 31 Aug 2018
Embedding Logical Queries on Knowledge Graphs William L. Hamilton Payal Bajaj Marinka Zitnik Dan Jurafsky J. Leskovec NAI 71 290 0 05 Jun 2018
M-Walk: Learning to Walk over Graphs using Monte Carlo Tree Search Yelong Shen Jianshu Chen Po-Sen Huang Yuqing Guo Jianfeng Gao 49 127 0 12 Feb 2018
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 91 509 0 15 Nov 2017
DeepPath: A Reinforcement Learning Method for Knowledge Graph Reasoning Wenhan Xiong Thi-Lan-Giao Hoang William Yang Wang 66 722 0 20 Jul 2017
Convolutional 2D Knowledge Graph Embeddings Tim Dettmers Pasquale Minervini Pontus Stenetorp Sebastian Riedel GNN 3DV 181 2,606 0 05 Jul 2017
Efficient Parallel Translating Embedding For Knowledge Graphs Denghui Zhang Manling Li Yantao Jia Yuanzhuo Wang Xueqi Cheng 51 18 0 30 Mar 2017
Complex Embeddings for Simple Link Prediction Théo Trouillon Johannes Welbl Sebastian Riedel Éric Gaussier Guillaume Bouchard BDL 88 2,967 0 20 Jun 2016
SSP: Semantic Space Projection for Knowledge Graph Embedding with Text Descriptions Han Xiao Minlie Huang Xiaoyan Zhu 57 187 0 17 Apr 2016
Modeling Relation Paths for Representation Learning of Knowledge Bases Yankai Lin Zhiyuan Liu Huanbo Luan Maosong Sun S. Rao Song Liu 85 618 0 01 Jun 2015
Adam: A Method for Stochastic Optimization Diederik P. Kingma Jimmy Ba ODL 1.6K 149,842 0 22 Dec 2014
Embedding Entities and Relations for Learning and Inference in Knowledge Bases Bishan Yang Wen-tau Yih Xiaodong He Jianfeng Gao Li Deng NAI 93 3,187 0 20 Dec 2014