Differentiable Learning of Logical Rules for Knowledge Base Reasoning

Differentiable Learning of Logical Rules for Knowledge Base Reasoning

27 February 2017

Fan Yang

William W. Cohen

Papers citing "Differentiable Learning of Logical Rules for Knowledge Base Reasoning"

12 / 12 papers shown

Title
Learning a Natural Language Interface with Neural Programmer Arvind Neelakantan Quoc V. Le Martín Abadi Andrew McCallum Dario Amodei LMTD NAI 105 136 0 28 Nov 2016
Words or Characters? Fine-grained Gating for Reading Comprehension Zhilin Yang Bhuwan Dhingra Ye Yuan Junjie Hu William W. Cohen Ruslan Salakhutdinov AI4CE 44 100 0 06 Nov 2016
Gated-Attention Readers for Text Comprehension Bhuwan Dhingra Hanxiao Liu Zhilin Yang William W. Cohen Ruslan Salakhutdinov 41 416 0 05 Jun 2016
TensorLog: A Differentiable Deductive Database William W. Cohen 49 122 0 20 May 2016
TensorFlow: Large-Scale Machine Learning on Heterogeneous Distributed Systems Martín Abadi Ashish Agarwal P. Barham E. Brevdo Zhiwen Chen ... Pete Warden Martin Wattenberg Martin Wicke Yuan Yu Xiaoqiang Zheng 189 11,135 0 14 Mar 2016
Learning to Compose Neural Networks for Question Answering Jacob Andreas Marcus Rohrbach Trevor Darrell Dan Klein NAI KELM BDL CoGe 66 565 0 07 Jan 2016
Neural Programmer: Inducing Latent Programs with Gradient Descent Arvind Neelakantan Quoc V. Le Ilya Sutskever ODL 59 263 0 16 Nov 2015
Modeling Relation Paths for Representation Learning of Knowledge Bases Yankai Lin Zhiyuan Liu Huanbo Luan Maosong Sun S. Rao Song Liu 69 618 0 01 Jun 2015
Adam: A Method for Stochastic Optimization Diederik P. Kingma Jimmy Ba ODL 842 149,474 0 22 Dec 2014
Memory Networks Jason Weston S. Chopra Antoine Bordes GNN KELM 124 1,702 0 15 Oct 2014
Efficient Inference and Learning in a Large Knowledge Base: Reasoning with Extracted Information using a Locally Groundable First-Order Probabilistic Logic William Yang Wang Kathryn Mazaitis Ni Lao Tom Michael Mitchell William W. Cohen LRM 39 48 0 12 Apr 2014
Programming with Personalized PageRank: A Locally Groundable First-Order Probabilistic Logic William Yang Wang Kathryn Mazaitis William W. Cohen LRM 37 105 0 10 May 2013