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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 131–140 of 140 papers

Title	Date	Tasks	Status	Hype
Knowledge Base Completion: Baseline strikes back (Again)	May 2, 2020	AllKnowledge Base Completion	CodeCode Available	0
Framing Named Entity Linking Error Types	May 1, 2018	Entity LinkingKnowledge Base Population	CodeCode Available	0
The INCEpTION Platform: Machine-Assisted and Knowledge-Oriented Interactive Annotation	Aug 1, 2018	Active LearningEntity Linking	CodeCode Available	0
TweeTime : A Minimally Supervised Method for Recognizing and Normalizing Time Expressions in Twitter	Nov 1, 2016	Information RetrievalKnowledge Base Population	CodeCode Available	0
Knowledge-Guided Linguistic Rewrites for Inference Rule Verification	Jun 1, 2016	Knowledge Base CompletionKnowledge Base Population	CodeCode Available	0
KnowledgeNet: A Benchmark Dataset for Knowledge Base Population	Nov 1, 2019	Entity LinkingKnowledge Base Population	CodeCode Available	0
Who Sides with Whom? Towards Computational Construction of Discourse Networks for Political Debates	Jul 1, 2019	Decision MakingKnowledge Base Population	CodeCode Available	0
TIMEN: An Open Temporal Expression Normalisation Resource	May 1, 2012	Information RetrievalKnowledge Base Population	CodeCode Available	0
Type-Sensitive Knowledge Base Inference Without Explicit Type Supervision	Jul 1, 2018	Entity TypingKnowledge Base Completion	CodeCode Available	0
Improving Named Entity Recognition by Jointly Learning to Disambiguate Morphological Tags	Aug 1, 2018	Entity LinkingKnowledge Base Population	CodeCode Available	0

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Benchmark Results

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