Knowledge Base Completion

Knowledge base completion is the task which automatically infers missing facts by reasoning about the information already present in the knowledge base. A knowledge base is a collection of relational facts, often represented in the form of "subject", "relation", "object"-triples.

Papers

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Showing 26–50 of 156 papers

Title	Date	Tasks	Status	Score
BERTnesia: Investigating the capture and forgetting of knowledge in BERT	Oct 19, 2020	Knowledge Base CompletionNER	CodeCode Available	5
Knowledge Base Completion: Baseline strikes back (Again)	May 2, 2020	AllKnowledge Base Completion	CodeCode Available	5
Attributed and Predictive Entity Embedding for Fine-Grained Entity Typing in Knowledge Bases	Aug 1, 2018	Entity LinkingEntity Typing	CodeCode Available	5
Regex Queries over Incomplete Knowledge Bases	May 1, 2020	Knowledge Base CompletionLink Prediction	CodeCode Available	5
Modeling Paths for Explainable Knowledge Base Completion	Aug 1, 2019	Knowledge Base Completion	CodeCode Available	5
Interpreting Embedding Models of Knowledge Bases: A Pedagogical Approach	Jun 20, 2018	Knowledge Base Completion	CodeCode Available	5
Combining Axiom Injection and Knowledge Base Completion for Efficient Natural Language Inference	Nov 15, 2018	Knowledge Base CompletionNatural Language Inference	CodeCode Available	5
Instance-based Learning for Knowledge Base Completion	Nov 13, 2022	Knowledge Base Completion	CodeCode Available	5
IntKB: A Verifiable Interactive Framework for Knowledge Base Completion	Dec 1, 2020	Knowledge Base CompletionQuestion Answering	CodeCode Available	5
DELE: Deductive EL^++ Embeddings for Knowledge Base Completion	Nov 3, 2024	Knowledge Base CompletionOntology Embedding	CodeCode Available	5
Modeling relation paths for knowledge base completion via joint adversarial training	Oct 14, 2018	Knowledge Base CompletionRelation	CodeCode Available	5
Interpretable and Compositional Relation Learning by Joint Training with an Autoencoder	May 24, 2018	Dimensionality ReductionKnowledge Base Completion	CodeCode Available	5
Do LLMs Really Adapt to Domains? An Ontology Learning Perspective	Jul 29, 2024	Knowledge Base CompletionRelation Extraction	CodeCode Available	5
Dynamically Pruned Message Passing Networks for Large-Scale Knowledge Graph Reasoning	Sep 25, 2019	Knowledge Base Completion	CodeCode Available	5
Effective Few-Shot Named Entity Linking by Meta-Learning	Jul 12, 2022	Entity LinkingKnowledge Base Completion	CodeCode Available	5
Combining Two And Three-Way Embeddings Models for Link Prediction in Knowledge Bases	Jun 2, 2015	Knowledge Base CompletionLink Prediction	CodeCode Available	5
KBGAN: Adversarial Learning for Knowledge Graph Embeddings	Nov 11, 2017	Graph EmbeddingKnowledge Base Completion	CodeCode Available	5
FALCON: Scalable Reasoning over Inconsistent ALC Ontologies	Aug 16, 2022	Knowledge Base Completion	CodeCode Available	5
Fast Linear Model for Knowledge Graph Embeddings	Oct 30, 2017	General ClassificationKnowledge Base Completion	CodeCode Available	5
End-to-end Structure-Aware Convolutional Networks for Knowledge Base Completion	Nov 11, 2018	DecoderGraph Embedding	CodeCode Available	5
Evaluating Language Models for Knowledge Base Completion	Mar 20, 2023	Knowledge Base Completion	CodeCode Available	5
Cross-lingual Knowledge Projection Using Machine Translation and Target-side Knowledge Base Completion	Aug 1, 2018	Knowledge Base CompletionMachine Translation	CodeCode Available	5
A survey of embedding models of entities and relationships for knowledge graph completion	Mar 23, 2017	Knowledge Base CompletionKnowledge Graph Completion	CodeCode Available	5
Commonsense Knowledge Base Completion with Structural and Semantic Context	Oct 7, 2019	Computational EfficiencyKnowledge Base Completion	CodeCode Available	5
Fact Discovery from Knowledge Base via Facet Decomposition	Apr 21, 2019	Knowledge Base CompletionRelation Prediction	CodeCode Available	5

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