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Machine Learning for Refining Knowledge Graphs: A Survey
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What this work says
Outgoing claims: the papers this work cites, builds on, or argues with.
inferredcites →https://doi.org/10.1007/978-3-030-12375-8openalex-snapshot
Domain-Specific Knowledge Graph Construction
inferredcites →https://doi.org/10.1007/978-3-030-49461-2_16openalex-snapshot
Investigating Software Usage in the Social Sciences: A Knowledge Graph Approach
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Background and Traditional Approaches
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A Probabilistic Approach for Integrating Heterogeneous Knowledge Sources
inferredcites →https://doi.org/10.1007/978-3-319-07443-6_34openalex-snapshot
Detecting Incorrect Numerical Data in DBpedia
inferredcites →https://doi.org/10.1007/978-3-319-18818-8_24openalex-snapshot
Semi-supervised Instance Matching Using Boosted Classifiers
inferredcites →https://doi.org/10.1007/978-3-319-22849-5_5openalex-snapshot
Probabilistic Error Detecting in Numerical Linked Data
inferredcites →https://doi.org/10.1007/978-3-319-71249-9_43openalex-snapshot
TransT: Type-Based Multiple Embedding Representations for Knowledge Graph Completion
inferredcites →https://doi.org/10.1007/978-3-319-75420-8_1openalex-snapshot
Deep Learning Based Approach for Entity Resolution in Databases
inferredcites →https://doi.org/10.1007/978-3-319-93417-4_38openalex-snapshot
Modeling Relational Data with Graph Convolutional Networks
inferredcites →https://doi.org/10.1007/978-3-642-30284-8_15openalex-snapshot
Unsupervised Learning of Link Discovery Configuration
inferredcites →https://doi.org/10.1007/978-3-642-35176-1_5openalex-snapshot
Automatic Typing of DBpedia Entities
inferredcites →https://doi.org/10.1007/978-3-642-38288-8_27openalex-snapshot
Automatic Expansion of DBpedia Exploiting Wikipedia Cross-Language Information
inferredcites →https://doi.org/10.1007/978-3-642-41335-3_32openalex-snapshot
Type Inference on Noisy RDF Data
inferredcites →https://doi.org/10.1007/978-3-642-41335-3_34openalex-snapshot
Knowledge Graph Identification
inferredcites →https://doi.org/10.1007/978-3-662-45495-4_3openalex-snapshot
Learning Disjointness Axioms With Association Rule Mining and Its Application to Inconsistency Detection of Linked Data
inferredcites →https://doi.org/10.1007/978-981-13-3146-6openalex-snapshot
Knowledge Graph and Semantic Computing. Knowledge Computing and Language Understanding
inferredcites →https://doi.org/10.1007/s00521-019-04181-1openalex-snapshot
Path-based reasoning with constrained type attention for knowledge graph completion
inferredcites →https://doi.org/10.1007/s00778-008-0098-xopenalex-snapshot
Swoosh: a generic approach to entity resolution
inferredcites →https://doi.org/10.1007/s10618-015-0430-1openalex-snapshot
Knowledge base completion by learning pairwise-interaction differentiated embeddings
inferredcites →https://doi.org/10.1007/s10994-013-5363-6openalex-snapshot
A semantic matching energy function for learning with multi-relational data
inferredcites →https://doi.org/10.1016/j.eswa.2019.113120openalex-snapshot
Automated domain-specific healthcare knowledge graph curation framework: Subarachnoid hemorrhage as phenotype
inferredcites →https://doi.org/10.1016/j.ins.2022.06.023openalex-snapshot
Personalized query techniques in graphs: A survey
inferredcites →https://doi.org/10.1016/j.jbi.2021.103696openalex-snapshot
Drug repurposing for COVID-19 via knowledge graph completion
inferredcites →https://doi.org/10.1016/j.jnca.2021.103076openalex-snapshot
Domain-specific knowledge graphs: A survey
inferredcites →https://doi.org/10.1016/j.knosys.2020.106421openalex-snapshot
GRL: Knowledge graph completion with GAN-based reinforcement learning
inferredcites →https://doi.org/10.1016/j.websem.2015.07.002openalex-snapshot
An unsupervised instance matcher for schema-free RDF data
inferredcites →https://doi.org/10.1080/10919392.2018.1517481openalex-snapshot
Ontology-based approach for identifying the credibility domain in social Big Data
inferredcites →https://doi.org/10.1088/1742-6596/1487/1/012016openalex-snapshot
A Survey on Application of Knowledge Graph
inferredcites →https://doi.org/10.1109/69.917563openalex-snapshot
Learning distributed representations of concepts using linear relational embedding
inferredcites →https://doi.org/10.1109/access.2020.2973928openalex-snapshot
Named Entity Extraction for Knowledge Graphs: A Literature Overview
inferredcites →https://doi.org/10.1109/access.2020.2977136openalex-snapshot
KnowIME: A System to Construct a Knowledge Graph for Intelligent Manufacturing Equipment
inferredcites →https://doi.org/10.1109/access.2020.3030076openalex-snapshot
Knowledge Graph Completion: A Review
inferredcites →https://doi.org/10.1109/icdm.2013.60openalex-snapshot
An Unsupervised Algorithm for Learning Blocking Schemes
inferredcites →https://doi.org/10.1109/icdmw.2018.00135openalex-snapshot
Path Reasoning over Knowledge Graph: A Multi-agent and Reinforcement Learning Based Method
inferredcites →https://doi.org/10.1109/icsc.2013.22openalex-snapshot
Type Prediction for Efficient Coreference Resolution in Heterogeneous Semantic Graphs
inferredcites →https://doi.org/10.1109/ijcnn52387.2021.9534355openalex-snapshot
Inductive Learning on Commonsense Knowledge Graph Completion
inferredcites →https://doi.org/10.1109/skg.2016.020openalex-snapshot
KGRL: An OWL2 RL Reasoning System for Large Scale Knowledge Graph
inferredcites →https://doi.org/10.1109/tbdata.2018.2850013openalex-snapshot
Network Representation Learning: A Survey
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.2019.2941685openalex-snapshot
An Embedding-Based Approach to Rule Learning in Knowledge Graphs
inferredcites →https://doi.org/10.1109/tkde.2022.3150080openalex-snapshot
Knowledge Graph Quality Management: a Comprehensive Survey
inferredcites →https://doi.org/10.1109/tnn.1998.712192openalex-snapshot
Reinforcement Learning: An Introduction
inferredcites →https://doi.org/10.1109/tnnls.2021.3070843openalex-snapshot
A Survey on Knowledge Graphs: Representation, Acquisition, and Applications
inferredcites →https://doi.org/10.1109/tpami.2013.50openalex-snapshot
Representation Learning: A Review and New Perspectives
inferredcites →https://doi.org/10.1145/1871437.1871698openalex-snapshot
Extracting structured information from Wikipedia articles to populate infoboxes
inferredcites →https://doi.org/10.1145/1935826.1935869openalex-snapshot
Scalable knowledge harvesting with high precision and high recall
inferredcites →https://doi.org/10.1145/2567948.2578999openalex-snapshot
Learning conflict resolution strategies for cross-language Wikipedia data fusion
inferredcites →https://doi.org/10.1145/2660517.2660532openalex-snapshot
A comparison of supervised learning classifiers for link discovery
inferredcites →https://doi.org/10.1145/2939672.2939753openalex-snapshot
Structural Deep Network Embedding
inferredcites →https://doi.org/10.1145/3068839openalex-snapshot
Proceedings of the 20th International Workshop on the Web and Databases
inferredcites →https://doi.org/10.1145/3132847.3132939openalex-snapshot
Learning Knowledge Embeddings by Combining Limit-based Scoring Loss
inferredcites →https://doi.org/10.1145/3159652.3159706openalex-snapshot
Network Embedding as Matrix Factorization
inferredcites →https://doi.org/10.1145/3183713.3196926openalex-snapshot
Deep Learning for Entity Matching
inferredcites →https://doi.org/10.1145/3184558.3191639openalex-snapshot
Deriving Validity Time in Knowledge Graph
inferredcites →https://doi.org/10.1145/3308558.3313586openalex-snapshot
Triple Trustworthiness Measurement for Knowledge Graph
inferredcites →https://doi.org/10.1145/3357384.3357879openalex-snapshot
Fast and Accurate Network Embeddings via Very Sparse Random Projection
inferredcites →https://doi.org/10.1145/3366423.3380027openalex-snapshot
Heterogeneous Graph Transformer
inferredcites →https://doi.org/10.1145/3366423.3380189openalex-snapshot
What is Normal, What is Strange, and What is Missing in a Knowledge Graph: Unified Characterization via Inductive Summarization
inferredcites →https://doi.org/10.1145/3404835.3462961openalex-snapshot
TIE: A Framework for Embedding-based Incremental Temporal Knowledge Graph Completion
inferredcites →https://doi.org/10.1145/3442381.3450043openalex-snapshot
Structure-Augmented Text Representation Learning for Efficient Knowledge Graph Completion
inferredcites →https://doi.org/10.1145/956750.956759openalex-snapshot
Adaptive duplicate detection using learnable string similarity measures
inferredcites →https://doi.org/10.1360/n112017-00145openalex-snapshot
Network representation learning: an overview
inferredcites →https://doi.org/10.1364/ofc.2020.th1f.5openalex-snapshot
Demonstration of Fault Localization in Optical Networks Based on Knowledge Graph and Graph Neural Network
inferredcites →https://doi.org/10.14778/3236187.3236198openalex-snapshot
Distributed representations of tuples for entity resolution
inferredcites →https://doi.org/10.1609/aaai.v24i1.7519openalex-snapshot
Toward an Architecture for Never-Ending Language Learning
inferredcites →https://doi.org/10.1609/aaai.v28i1.8870openalex-snapshot
Knowledge Graph Embedding by Translating on Hyperplanes
inferredcites →https://doi.org/10.1609/aaai.v29i1.9491openalex-snapshot
Learning Entity and Relation Embeddings for Knowledge Graph Completion
inferredcites →https://doi.org/10.1609/aaai.v30i1.10089openalex-snapshot
Knowledge Graph Completion with Adaptive Sparse Transfer Matrix
inferredcites →https://doi.org/10.1609/aaai.v32i1.11535openalex-snapshot
Open-World Knowledge Graph Completion
inferredcites →https://doi.org/10.1609/aaai.v32i1.11573openalex-snapshot
Convolutional 2D Knowledge Graph Embeddings
inferredcites →https://doi.org/10.1609/aaai.v33i01.33013060openalex-snapshot
End-to-End Structure-Aware Convolutional Networks for Knowledge Base Completion
inferredcites →https://doi.org/10.1609/aaai.v34i03.5701openalex-snapshot
Learning Hierarchy-Aware Knowledge Graph Embeddings for Link Prediction
inferredcites →https://doi.org/10.1609/aaai.v34i04.5815openalex-snapshot
Diachronic Embedding for Temporal Knowledge Graph Completion
inferredcites →https://doi.org/10.18653/v1/2020.coling-main.153openalex-snapshot
Multi-Task Learning for Knowledge Graph Completion with Pre-trained Language Models
inferredcites →https://doi.org/10.18653/v1/2020.emnlp-main.131openalex-snapshot
Adaptive Attentional Network for Few-Shot Knowledge Graph Completion
inferredcites →https://doi.org/10.18653/v1/2020.findings-emnlp.427openalex-snapshot
Probabilistic Case-based Reasoning for Open-World Knowledge Graph Completion
inferredcites →https://doi.org/10.18653/v1/2020.textgraphs-1.1openalex-snapshot
A survey of embedding models of entities and relationships for knowledge graph completion
inferredcites →https://doi.org/10.18653/v1/2021.findings-acl.412openalex-snapshot
Rule-Aware Reinforcement Learning for Knowledge Graph Reasoning
inferredcites →https://doi.org/10.18653/v1/2021.naacl-main.333openalex-snapshot
Inductive Topic Variational Graph Auto-Encoder for Text Classification
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/d18-1225openalex-snapshot
HyTE: Hyperplane-based Temporally aware Knowledge Graph Embedding
inferredcites →https://doi.org/10.18653/v1/d19-1268openalex-snapshot
Representation Learning with Ordered Relation Paths for Knowledge Graph Completion
inferredcites →https://doi.org/10.18653/v1/p16-1219openalex-snapshot
TransG : A Generative Model for Knowledge Graph Embedding
inferredcites →https://doi.org/10.2200/s00196ed1v01y200906aim006openalex-snapshot
Introduction to Semi-Supervised Learning
inferredcites →https://doi.org/10.24963/ijcai.2019/594openalex-snapshot
ProNE: Fast and Scalable Network Representation Learning
inferredcites →https://doi.org/10.24963/ijcai.2020/267openalex-snapshot
Reasoning Like Human: Hierarchical Reinforcement Learning for Knowledge Graph Reasoning
inferredcites →https://doi.org/10.3115/1690219.1690287openalex-snapshot
Distant supervision for relation extraction without labeled data
inferredcites →https://doi.org/10.3115/v1/p15-1067openalex-snapshot
Knowledge Graph Embedding via Dynamic Mapping Matrix
inferredcites →https://doi.org/10.3233/sw-150210openalex-snapshot
A survey of current Link Discovery frameworks
inferredcites →https://doi.org/10.3233/sw-160218openalex-snapshot
Knowledge graph refinement: A survey of approaches and evaluation methods
inferredcites →https://doi.org/10.3233/sw-180316openalex-snapshot
Survey of tools for Linked Data consumption
inferredcites →https://doi.org/10.3233/sw-2011-0034openalex-snapshot
Comparison of reasoners for large ontologies in the OWL 2 EL profile
inferredcites →https://doi.org/10.3389/fbioe.2020.00074openalex-snapshot
A Computational Approach for Mapping Heme Biology in the Context of Hemolytic Disorders
inferredcites →https://doi.org/10.4018/ijswis.2014040104openalex-snapshot
Improving the Quality of Linked Data Using Statistical Distributions
inferredcites →https://doi.org/10.4018/jswis.2011070103openalex-snapshot
Data Linking for the Semantic Web
inferredcites →https://doi.org/10.5555/944919.944966openalex-snapshot
A neural probabilistic language model
What points at this work
Incoming claims: where this work appears in other papers’ reference lists and arguments.
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Job-Person Knowledge Extraction Method Based on Large Language Models
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Confronting Challenges of the Neuro-Symbolic AI (NSAI) in Human-Centered Computing (HCC), Healthcare, Education and Research, Emphasizing Ethics and Safety- an Interdisciplinary Qualitative Survey
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Self-Supervised Fine-Tuning for Neural Expert Finding
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Machine Learning for Blockchain Data Analysis: Progress and Opportunities
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Fault Location Method Based on Dynamic Operation and Maintenance Map and Common Alarm Points Analysis
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