TensorLog: Deep Learning Meets Probabilistic DBs

TensorLog: Deep Learning Meets Probabilistic DBs

17 July 2017

William W. Cohen

Fan Yang

Kathryn Mazaitis

Papers citing "TensorLog: Deep Learning Meets Probabilistic DBs"

14 / 14 papers shown

Title
Start from Zero: Triple Set Prediction for Automatic Knowledge Graph Completion Wen Zhang Yajing Xu Peng Ye Zhiwei Huang Zezhong Xu Jiaoyan Chen Jeff Z. Pan Huajun Chen 48 1 0 26 Jun 2024
Scallop: A Language for Neurosymbolic Programming Ziyang Li Jiani Huang Mayur Naik ReLM LRM NAI 40 31 0 10 Apr 2023
Explicit Planning Helps Language Models in Logical Reasoning Hongyu Zhao Kangrui Wang Mo Yu Hongyuan Mei LRM ReLM 45 17 0 28 Mar 2023
RulE: Knowledge Graph Reasoning with Rule Embedding Xiaojuan Tang Song-Chun Zhu Yitao Liang Muhan Zhang 64 3 0 24 Oct 2022
Logical Boltzmann Machines Son N. Tran Artur Garcez 35 3 0 10 Dec 2021
SQALER: Scaling Question Answering by Decoupling Multi-Hop and Logical Reasoning Mattia Atzeni Jasmina Bogojeska Andreas Loukas ReLM LRM 36 15 0 27 Oct 2021
Facts as Experts: Adaptable and Interpretable Neural Memory over Symbolic Knowledge Pat Verga Haitian Sun Livio Baldini Soares William W. Cohen KELM 40 50 0 02 Jul 2020
Deep Adaptive Semantic Logic (DASL): Compiling Declarative Knowledge into Deep Neural Networks Karan Sikka Andrew Silberfarb John Byrnes Indranil Sur Edmond Chow Ajay Divakaran R. Rohwer NAI 45 11 0 16 Mar 2020
Scalable Neural Methods for Reasoning With a Symbolic Knowledge Base William W. Cohen Haitian Sun R. A. Hofer M. Siegler 35 62 0 14 Feb 2020
HEIDL: Learning Linguistic Expressions with Deep Learning and Human-in-the-Loop Yiwei Yang Eser Kandogan Yunyao Li Walter S. Lasecki Prithviraj Sen VLM 29 11 0 25 Jul 2019
Declarative Learning-Based Programming as an Interface to AI Systems Parisa Kordjamshidi Dan Roth Kristian Kersting 36 4 0 18 Jun 2019
Neural-Symbolic Computing: An Effective Methodology for Principled Integration of Machine Learning and Reasoning Artur Garcez Marco Gori Luís C. Lamb Luciano Serafini Michael Spranger Son N. Tran NAI 48 289 0 15 May 2019
Neural Logic Reinforcement Learning Zhengyao Jiang Shan Luo NAI 32 71 0 24 Apr 2019
Ontology Reasoning with Deep Neural Networks Patrick Hohenecker Thomas Lukasiewicz NAI 32 81 0 24 Aug 2018