DeepPath: A Reinforcement Learning Method for Knowledge Graph Reasoning

20 July 2017

Papers citing "DeepPath: A Reinforcement Learning Method for Knowledge Graph Reasoning"

17 / 17 papers shown

Title
Large Language Model-Enhanced Symbolic Reasoning for Knowledge Base Completion Qiyuan He Jianfei Yu Wenya Wang LRM 98 1 0 03 Jan 2025
DAGE: DAG Query Answering via Relational Combinator with Logical Constraints Yunjie He Bo Xiong Daniel Hernández Yuqicheng Zhu Evgeny Kharlamov Steffen Staab 100 2 0 29 Oct 2024
Is Complex Query Answering Really Complex? Cosimo Gregucci Bo Xiong Daniel Hernández Lorenzo Loconte Pasquale Minervini Steffen Staab Antonio Vergari ELM 60 2 0 16 Oct 2024
RuleRAG: Rule-Guided Retrieval-Augmented Generation with Language Models for Question Answering Zhongwu Chen Chengjin Xu Dingmin Wang Zhen Huang Yong Dou Xuhui Jiang Jian Guo RALM 408 2 0 15 Oct 2024
Knowledge Graph Reasoning with Self-supervised Reinforcement Learning Ying Ma Owen Burns Mingqiu Wang Gang Li Nan Du Laurent El Shafey Liqiang Wang Izhak Shafran H. Soltau SSL ReLM OffRL LRM 111 0 0 22 May 2024
Empowering recommender systems using automatically generated Knowledge Graphs and Reinforcement Learning Ghanshyam Verma Shovon Sengupta Simon Simanta Huan Chen J. Perge Devishree Pillai John P. Mccrae P. Buitelaar OffRL 137 1 0 11 Jul 2023
Modeling Relational Patterns for Logical Query Answering over Knowledge Graphs Yunjie He M. Nayyeri Bo Xiong Yuqicheng Zhu Evgeny Kharlamov Steffen Staab 94 2 0 21 Mar 2023
Relational Reasoning Networks G. Marra Michelangelo Diligenti Francesco Giannini NAI 72 4 0 01 Jun 2021
Learning to Extrapolate Knowledge: Transductive Few-shot Out-of-Graph Link Prediction Jinheon Baek Dong Bok Lee Sung Ju Hwang 83 89 0 11 Jun 2020
Inferring and Executing Programs for Visual Reasoning Justin Johnson B. Hariharan Laurens van der Maaten Judy Hoffman Li Fei-Fei C. L. Zitnick Ross B. Girshick NAI 83 545 0 10 May 2017
Neural Symbolic Machines: Learning Semantic Parsers on Freebase with Weak Supervision Chen Liang Jonathan Berant Quoc V. Le Kenneth D. Forbus Ni Lao NAI 106 406 0 31 Oct 2016
Chains of Reasoning over Entities, Relations, and Text using Recurrent Neural Networks Rajarshi Das Arvind Neelakantan David Belanger Andrew McCallum NAI AI4CE LRM 64 270 0 05 Jul 2016
Traversing Knowledge Graphs in Vector Space Kelvin Guu John Miller Percy Liang KELM 66 358 0 03 Jun 2015
Compositional Vector Space Models for Knowledge Base Completion Arvind Neelakantan Benjamin Roth Andrew McCallum BDL CoGe KELM 63 283 0 24 Apr 2015
Adam: A Method for Stochastic Optimization Diederik P. Kingma Jimmy Ba ODL 1.8K 150,115 0 22 Dec 2014
Convolutional Neural Networks for Sentence Classification Yoon Kim AILaw VLM 626 13,427 0 25 Aug 2014
Playing Atari with Deep Reinforcement Learning Volodymyr Mnih Koray Kavukcuoglu David Silver Alex Graves Ioannis Antonoglou Daan Wierstra Martin Riedmiller 127 12,231 0 19 Dec 2013