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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
Information Extraction of Clinical Trial Eligibility Criteria	Jun 12, 2020	ClusteringDiversity	CodeCode Available	1
EA^2E: Improving Consistency with Event Awareness for Document-Level Argument Extraction	May 30, 2022	Event Argument ExtractionKnowledge Base Population	CodeCode Available	1
Deep Neural Networks for Relation Extraction	Apr 5, 2021	DecoderJoint Entity and Relation Extraction	CodeCode Available	1
EA^2E: Improving Consistency with Event Awareness for Document-Level Argument Extraction	Jul 1, 2022	Event Argument ExtractionKnowledge Base Population	CodeCode Available	1
PseudoReasoner: Leveraging Pseudo Labels for Commonsense Knowledge Base Population	Oct 14, 2022	Domain GeneralizationKnowledge Base Population	CodeCode Available	1
Zero-shot Slot Filling with DPR and RAG	Apr 17, 2021	Knowledge Base PopulationKnowledge Graphs	CodeCode Available	1
Benchmarking Commonsense Knowledge Base Population with an Effective Evaluation Dataset	Sep 16, 2021	BenchmarkingKnowledge Base Population	CodeCode Available	1
CKBP v2: Better Annotation and Reasoning for Commonsense Knowledge Base Population	Apr 20, 2023	Knowledge Base PopulationQuestion Answering	CodeCode Available	1
A Concrete Chinese NLP Pipeline	Jun 1, 2015	Coreference ResolutionEntity Linking	—Unverified	0
Adding High-Precision Links to Wikipedia	Oct 1, 2014	Entity LinkingKnowledge Base Population	—Unverified	0

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Benchmark Results

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