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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 1–10 of 140 papers

Title	Date	Tasks	Status	Hype	Score
PseudoReasoner: Leveraging Pseudo Labels for Commonsense Knowledge Base Population	Oct 14, 2022	Domain GeneralizationKnowledge Base Population	CodeCode Available	1	5
CKBP v2: Better Annotation and Reasoning for Commonsense Knowledge Base Population	Apr 20, 2023	Knowledge Base PopulationQuestion Answering	CodeCode Available	1	5
EA^2E: Improving Consistency with Event Awareness for Document-Level Argument Extraction	Jul 1, 2022	Event Argument ExtractionKnowledge Base Population	CodeCode Available	1	5
Information Extraction of Clinical Trial Eligibility Criteria	Jun 12, 2020	ClusteringDiversity	CodeCode Available	1	5
Deep Neural Networks for Relation Extraction	Apr 5, 2021	DecoderJoint Entity and Relation Extraction	CodeCode Available	1	5
Zero-shot Slot Filling with DPR and RAG	Apr 17, 2021	Knowledge Base PopulationKnowledge Graphs	CodeCode Available	1	5
EA^2E: Improving Consistency with Event Awareness for Document-Level Argument Extraction	May 30, 2022	Event Argument ExtractionKnowledge Base Population	CodeCode Available	1	5
Benchmarking Commonsense Knowledge Base Population with an Effective Evaluation Dataset	Sep 16, 2021	BenchmarkingKnowledge Base Population	CodeCode Available	1	5
Adversarial Feature Adaptation for Cross-lingual Relation Classification	Aug 1, 2018	ClassificationDomain Adaptation	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

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Benchmark Results

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