TensorLog: Deep Learning Meets Probabilistic DBs

17 July 2017

Fan Yang

Papers citing "TensorLog: Deep Learning Meets Probabilistic DBs"

24 / 24 papers shown

Title
Reasoning in Neurosymbolic AI Son N. Tran E. Mota Artur Garcez NAI 25 0 0 22 May 2025
Lobster: A GPU-Accelerated Framework for Neurosymbolic Programming Paul Biberstein Ziyang Li Joseph Devietti Mayur Naik 99 0 0 27 Mar 2025
NeuroStrata: Harnessing Neurosymbolic Paradigms for Improved Design, Testability, and Verifiability of Autonomous CPS Xi Zheng Ziyang Li Ivan Ruchkin R. Piskac Miroslav Pajic 27 2 0 17 Feb 2025
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 75 2 0 26 Jun 2024
Scallop: A Language for Neurosymbolic Programming Ziyang Li Jiani Huang Mayur Naik ReLM LRM NAI 93 34 0 10 Apr 2023
Explicit Planning Helps Language Models in Logical Reasoning Hongyu Zhao Kangrui Wang Mo Yu Hongyuan Mei LRM ReLM 122 17 0 28 Mar 2023
RulE: Knowledge Graph Reasoning with Rule Embedding Xiaojuan Tang Song-Chun Zhu Yitao Liang Muhan Zhang 105 6 0 24 Oct 2022
Logical Boltzmann Machines Son N. Tran Artur Garcez 49 3 0 10 Dec 2021
SQALER: Scaling Question Answering by Decoupling Multi-Hop and Logical Reasoning Mattia Atzeni Jasmina Bogojeska Andreas Loukas ReLM LRM 73 15 0 27 Oct 2021
NeuralLog: a Neural Logic Language Victor Guimarães Vítor Santos Costa NAI 75 5 0 04 May 2021
Facts as Experts: Adaptable and Interpretable Neural Memory over Symbolic Knowledge Pat Verga Haitian Sun Livio Baldini Soares William W. Cohen KELM 95 50 0 02 Jul 2020
Faithful Embeddings for Knowledge Base Queries Haitian Sun Andrew O. Arnold Tania Bedrax-Weiss Fernando Pereira William W. Cohen RALM 120 5 0 07 Apr 2020
From Statistical Relational to Neuro-Symbolic Artificial Intelligence Luc de Raedt Sebastijan Dumancic Robin Manhaeve Giuseppe Marra NAI 81 104 0 18 Mar 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 75 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 76 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 69 11 0 25 Jul 2019
Declarative Learning-Based Programming as an Interface to AI Systems Parisa Kordjamshidi Dan Roth Kristian Kersting 74 4 0 18 Jun 2019
Differentiable Representations For Multihop Inference Rules William W. Cohen Haitian Sun R. A. Hofer M. Siegler 42 2 0 24 May 2019
Neural Query Language: A Knowledge Base Query Language for Tensorflow William W. Cohen M. Siegler R. A. Hofer NAI 48 10 0 15 May 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 119 296 0 15 May 2019
Neural Logic Reinforcement Learning Zhengyao Jiang Shan Luo NAI 93 75 0 24 Apr 2019
Modeling Attention Flow on Graphs Xiaoran Xu Songpeng Zu Chengliang Gao Yuan Zhang Wei Feng GNN 79 11 0 01 Nov 2018
Ontology Reasoning with Deep Neural Networks Patrick Hohenecker Thomas Lukasiewicz NAI 103 85 0 24 Aug 2018
Semi-Supervised Learning with Declaratively Specified Entropy Constraints Haitian Sun William W. Cohen Lidong Bing 55 5 0 24 Apr 2018