Go for a Walk and Arrive at the Answer: Reasoning Over Paths in Knowledge Bases using Reinforcement Learning

15 November 2017

Papers citing "Go for a Walk and Arrive at the Answer: Reasoning Over Paths in Knowledge Bases using Reinforcement Learning"

11 / 61 papers shown

Title
Reinforcement Knowledge Graph Reasoning for Explainable Recommendation Yikun Xian Zuohui Fu S. Muthukrishnan Gerard de Melo Yongfeng Zhang 21 457 0 12 Jun 2019
Neural Consciousness Flow Xiaoran Xu Wei Feng Zhiqing Sun Zhihong Deng GNN AI4CE 25 2 0 30 May 2019
Multi-step Retriever-Reader Interaction for Scalable Open-domain Question Answering Rajarshi Das S. Dhuliawala Manzil Zaheer Andrew McCallum RALM LRM 19 162 0 14 May 2019
UHop: An Unrestricted-Hop Relation Extraction Framework for Knowledge-Based Question Answering Zi-Yuan Chen Chih-Hung Chang Yi-Pei Chen Jijnasa Nayak Lun-Wei Ku 16 98 0 02 Apr 2019
Iteratively Learning Embeddings and Rules for Knowledge Graph Reasoning Wen Zhang B. Paudel Liang Wang Jiaoyan Chen Hai Zhu Wei Zhang Abraham Bernstein Huajun Chen 8 197 0 21 Mar 2019
Deep Learning on Graphs: A Survey Ziwei Zhang Peng Cui Wenwu Zhu GNN 39 1,319 0 11 Dec 2018
Embedding Uncertain Knowledge Graphs X. Chen Muhao Chen Weijia Shi Yizhou Sun C. Zaniolo 21 116 0 26 Nov 2018
Neural Approaches to Conversational AI Jianfeng Gao Michel Galley Lihong Li 34 668 0 21 Sep 2018
Multi-Hop Knowledge Graph Reasoning with Reward Shaping Xi Victoria Lin R. Socher Caiming Xiong LRM 8 329 0 31 Aug 2018
Embedding Logical Queries on Knowledge Graphs William L. Hamilton Payal Bajaj Marinka Zitnik Dan Jurafsky J. Leskovec NAI 25 286 0 05 Jun 2018
Variational Knowledge Graph Reasoning Wenhu Chen Wenhan Xiong Xifeng Yan William Yang Wang 26 109 0 17 Mar 2018