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Logical Rule-Based Knowledge Graph Reasoning: A Comprehensive Survey
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Outgoing claims: the papers this work cites, builds on, or argues with.
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The Semantic Web – ISWC 2018
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Advances in Artificial Intelligence: From Theory to Practice
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Advances in Knowledge Discovery and Data Mining
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Zhishi.me - Weaving Chinese Linking Open Data
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Confirmation and Corroboration
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Fast rule mining in ontological knowledge bases with AMIE $$+$$ +
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Information extraction pipelines for knowledge graphs
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Fast learning of relational kernels
inferredcites →https://doi.org/10.1016/j.aiopen.2021.03.001openalex-snapshot
Neural, symbolic and neural-symbolic reasoning on knowledge graphs
inferredcites →https://doi.org/10.1016/j.fss.2014.11.008openalex-snapshot
Tropical linear algebra with the Łukasiewicz T-norm
inferredcites →https://doi.org/10.1016/j.ipm.2022.103040openalex-snapshot
Iterative rule-guided reasoning over sparse knowledge graphs with deep reinforcement learning
inferredcites →https://doi.org/10.1016/j.jnlest.2022.100159openalex-snapshot
Knowledge graph and knowledge reasoning: A systematic review
inferredcites →https://doi.org/10.1023/a:1010924021315openalex-snapshot
Parameter Estimation in Stochastic Logic Programs
inferredcites →https://doi.org/10.1109/cvpr.2017.10openalex-snapshot
The More You Know: Using Knowledge Graphs for Image Classification
inferredcites →https://doi.org/10.1109/jproc.2015.2483592openalex-snapshot
A Review of Relational Machine Learning for Knowledge Graphs
inferredcites →https://doi.org/10.1109/tkde.2017.2754499openalex-snapshot
Knowledge Graph Embedding: A Survey of Approaches and Applications
inferredcites →https://doi.org/10.1109/tkde.2017.2766634openalex-snapshot
Answering Natural Language Questions by Subgraph Matching over Knowledge Graphs
inferredcites →https://doi.org/10.1109/tkde.2019.2941685openalex-snapshot
An Embedding-Based Approach to Rule Learning in Knowledge Graphs
inferredcites →https://doi.org/10.1109/tkde.2021.3104310openalex-snapshot
CogKR: Cognitive Graph for Multi-hop Knowledge Reasoning
inferredcites →https://doi.org/10.1109/tpami.2018.2889774openalex-snapshot
Advances in Variational Inference
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Learning the structure of Markov logic networks
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A general datalog-based framework for tractable query answering over ontologies
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Programming with personalized pagerank
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Ontology-aware partitioning for knowledge graph identification
inferredcites →https://doi.org/10.1145/3308558.3313612openalex-snapshot
Iteratively Learning Embeddings and Rules for Knowledge Graph Reasoning
inferredcites →https://doi.org/10.1145/3331184.3331203openalex-snapshot
Reinforcement Knowledge Graph Reasoning for Explainable Recommendation
inferredcites →https://doi.org/10.1145/3340531.3411865openalex-snapshot
VN Network: Embedding Newly Emerging Entities with Virtual Neighbors
inferredcites →https://doi.org/10.1145/3366424.3391265openalex-snapshot
Probabilistic Logic Graph Attention Networks for Reasoning
inferredcites →https://doi.org/10.1145/3394486.3403108openalex-snapshot
Personalized PageRank to a Target Node, Revisited
inferredcites →https://doi.org/10.1145/3404835.3462834openalex-snapshot
WGCN: Graph Convolutional Networks with Weighted Structural Features
inferredcites →https://doi.org/10.1145/3477495.3531996openalex-snapshot
Incorporating Context Graph with Logical Reasoning for Inductive Relation Prediction
inferredcites →https://doi.org/10.1145/3488560.3498410openalex-snapshot
Graph Collaborative Reasoning
inferredcites →https://doi.org/10.1145/356924.356929openalex-snapshot
Logic and Databases: A Deductive Approach
inferredcites →https://doi.org/10.1609/aaai.v34i03.5687openalex-snapshot
Rule-Guided Compositional Representation Learning on Knowledge Graphs
inferredcites →https://doi.org/10.1609/aaai.v34i04.5962openalex-snapshot
Differentiable Reasoning on Large Knowledge Bases and Natural Language
inferredcites →https://doi.org/10.1609/aaai.v35i5.16554openalex-snapshot
Communicative Message Passing for Inductive Relation Reasoning
inferredcites →https://doi.org/10.1609/aaai.v35i7.16779openalex-snapshot
Topology-Aware Correlations Between Relations for Inductive Link Prediction in Knowledge Graphs
inferredcites →https://doi.org/10.1609/aaai.v36i4.20330openalex-snapshot
TLogic: Temporal Logical Rules for Explainable Link Forecasting on Temporal Knowledge Graphs
inferredcites →https://doi.org/10.1609/aaai.v36i5.20537openalex-snapshot
Inductive Relation Prediction by BERT
inferredcites →https://doi.org/10.18653/v1/2020.emnlp-main.688openalex-snapshot
Learning Collaborative Agents with Rule Guidance for Knowledge Graph Reasoning
inferredcites →https://doi.org/10.18653/v1/2021.emnlp-main.769openalex-snapshot
UniKER: A Unified Framework for Combining Embedding and Definite Horn Rule Reasoning for Knowledge Graph Inference
inferredcites →https://doi.org/10.18653/v1/2022.findings-acl.33openalex-snapshot
Towards Large-Scale Interpretable Knowledge Graph Reasoning for Dialogue Systems
inferredcites →https://doi.org/10.18653/v1/2022.findings-emnlp.181openalex-snapshot
ReaRev: Adaptive Reasoning for Question Answering over Knowledge Graphs
inferredcites →https://doi.org/10.18653/v1/2023.ijcnlp-main.45openalex-snapshot
A Multitask, Multilingual, Multimodal Evaluation of ChatGPT on Reasoning, Hallucination, and Interactivity
inferredcites →https://doi.org/10.18653/v1/d16-1019openalex-snapshot
Jointly Embedding Knowledge Graphs and Logical Rules
inferredcites →https://doi.org/10.18653/v1/d17-1060openalex-snapshot
DeepPath: A Reinforcement Learning Method for Knowledge Graph Reasoning
inferredcites →https://doi.org/10.18653/v1/d18-1455openalex-snapshot
Open Domain Question Answering Using Early Fusion of Knowledge Bases and Text
inferredcites →https://doi.org/10.18653/v1/p18-1011openalex-snapshot
Improving Knowledge Graph Embedding Using Simple Constraints
inferredcites →https://doi.org/10.18653/v1/w15-4007openalex-snapshot
Observed versus latent features for knowledge base and text inference
inferredcites →https://doi.org/10.24963/ijcai.2018/643openalex-snapshot
Commonsense Knowledge Aware Conversation Generation with Graph Attention
inferredcites →https://doi.org/10.24963/ijcai.2019/435openalex-snapshot
Anytime Bottom-Up Rule Learning for Knowledge Graph Completion
inferredcites →https://doi.org/10.24963/ijcai.2022/325openalex-snapshot
Subgraph Neighboring Relations Infomax for Inductive Link Prediction on Knowledge Graphs
inferredcites →https://doi.org/10.24963/ijcai.2023/718openalex-snapshot
MV-Datalog+/-: Effective Rule-based Reasoning with Uncertain Observations (Extended Abstract)
inferredcites →https://doi.org/10.3115/v1/d14-1179openalex-snapshot
Learning Phrase Representations using RNN Encoder–Decoder for Statistical Machine Translation
inferredcites →https://doi.org/10.3233/sw-140134openalex-snapshot
DBpedia – A large-scale, multilingual knowledge base extracted from Wikipedia
inferredcites →https://doi.org/10.3233/sw-190375openalex-snapshot
Hybrid reasoning in knowledge graphs: Combing symbolic reasoning and statistical reasoning
inferredcites →https://doi.org/10.4230/lipics.cosit.2022.18openalex-snapshot
AI-Assisted Pipeline for Dynamic Generation of Trustworthy Health Supplement Content at Scale
inferredcites →https://doi.org/10.48550/arxiv.1702.08367openalex-snapshot
Differentiable Learning of Logical Rules for Knowledge Base Reasoning
inferredcites →https://doi.org/10.48550/arxiv.2001.11850openalex-snapshot
Efficient Probabilistic Logic Reasoning with Graph Neural Networks
inferredcites →https://doi.org/10.48550/arxiv.2007.06477openalex-snapshot
Learning Reasoning Strategies in End-to-End Differentiable Proving
inferredcites →https://doi.org/10.48550/arxiv.2010.04029openalex-snapshot
RNNLogic: Learning Logic Rules for Reasoning on Knowledge Graphs
inferredcites →https://doi.org/10.48550/arxiv.2110.02510openalex-snapshot
Cycle Representation Learning for Inductive Relation Prediction
inferredcites →https://doi.org/10.48550/arxiv.2201.11903openalex-snapshot
BNAI, NO-TOKEN, and MIND-UNITY: Pillars of a Systemic Revolution in Artificial Intelligence
inferredcites →https://doi.org/10.52202/068431-0463openalex-snapshot
Few-Shot Relational Reasoning Via Connection Subgraph Pretraining
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