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Knowledge Base Population

Knowledge base population is the task of filling the incomplete elements of a given knowledge base by automatically processing a large corpus of text.

Papers

Recently Added Most Hyped Most Active Needs Verification Most Verified

Showing 21–30 of 140 papers

Title	Date	Tasks	Status	Hype	Score
Discovering Implicit Knowledge with Unary Relations	Jul 1, 2018	Deep LearningKnowledge Base Population	CodeCode Available	0	5
Improving Named Entity Recognition by Jointly Learning to Disambiguate Morphological Tags	Aug 1, 2018	Entity LinkingKnowledge Base Population	CodeCode Available	0	5
Knowledge-Guided Linguistic Rewrites for Inference Rule Verification	Jun 1, 2016	Knowledge Base CompletionKnowledge Base Population	CodeCode Available	0	5
KnowledgeNet: A Benchmark Dataset for Knowledge Base Population	Nov 1, 2019	Entity LinkingKnowledge Base Population	CodeCode Available	0	5
Creation of a Balanced State-of-the-Art Multilayer Corpus for NLU	May 1, 2018	Abstractive Text SummarizationCoreference Resolution	CodeCode Available	0	5
DeepKE: A Deep Learning Based Knowledge Extraction Toolkit for Knowledge Base Population	Jan 10, 2022	AttributeAttribute Extraction	CodeCode Available	0	5
Adversarial Feature Adaptation for Cross-lingual Relation Classification	Aug 1, 2018	ClassificationDomain Adaptation	CodeCode Available	0	5
Textual Entailment for Effective Triple Validation in Object Prediction	Jan 29, 2024	Knowledge Base PopulationKnowledge Graphs	CodeCode Available	0	5
Biomedical Event Extraction as Multi-turn Question Answering	Nov 1, 2020	Event ExtractionKnowledge Base Population	CodeCode Available	0	5
Knowledge Base Completion: Baseline strikes back (Again)	May 2, 2020	AllKnowledge Base Completion	CodeCode Available	0	5

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Benchmark Results

#	Model	Metric	Claimed	Verified	Status
1	VE-BERT	F1	0.36	—	Unverified