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markov logic network

36 papers

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Also known as

MLN

Co-occurring keywords

lifted inference (46) first-order logic (171) map inference (130) probabilistic inference (312) statistical relational learning (24) graphical model (864) probabilistic graphical model (226) relational learning (84) approximate inference (253) coreference resolution (511)

Papers

NeoMaPy: A Framework for Computing MAP Inference on Temporal Knowledge Graphs IJCAI 2023
A Probabilistic Graphical Model Based on Neural-Symbolic Reasoning for Visual Relationship Detection CVPR 2022
Improving Certified Robustness via Statistical Learning with Logical Reasoning NIPS 2022
Domain-Lifted Sampling for Universal Two-Variable Logic and Extensions AAAI 2022
Complex Video Action Reasoning via Learnable Markov Logic Network CVPR 2022
Neural markov logic networks UAI 2021
Complex Markov Logic Networks: Expressivity and Liftability UAI 2020
Xeggora: Exploiting Immune-to-Evidence Symmetries with Full Aggregation in Statistical Relational Models (Extended Abstract) IJCAI 2020
Approximate Weighted First-Order Model Counting: Exploiting Fast Approximate Model Counters and Symmetry IJCAI 2020
Domain-Liftability of Relational Marginal Polytopes AISTATS 2020
Markov Logic Networks for Knowledge Base Completion: A Theoretical Analysis Under the MCAR Assumption UAI 2019
On Lifted Inference Using Neural Embeddings AAAI 2019
Domain-Size Aware Markov Logic Networks AISTATS 2019
Lifted Message Passing for Hybrid Probabilistic Inference IJCAI 2019
Lifted Weight Learning of Markov Logic Networks Revisited AISTATS 2019
Probabilistic Logic Neural Networks for Reasoning NIPS 2019
Learning Interpretable Relational Structures of Hinge-loss Markov Random Fields IJCAI 2019
Efficient Weight Learning in High-Dimensional Untied MLNs AISTATS 2018
Identification of Alias Links among Participants in Narratives ACL 2018
Lifted Weighted Mini-Bucket NIPS 2018
Induction of Interpretable Possibilistic Logic Theories from Relational Data IJCAI 2017
Efficient Inference for Untied MLNs IJCAI 2017
End-to-end Relation Extraction using Neural Networks and Markov Logic Networks EACL 2017
Joint Inference for Mode Identification in Tutorial Dialogues COLING 2016
Joint Inference for Event Coreference Resolution COLING 2016