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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 101–110 of 140 papers

Title	Date	Tasks	Status	Hype
Why Read if You Can Scan? Trigger Scoping Strategy for Biographical Fact Extraction	May 1, 2015	Knowledge Base PopulationSentence	—Unverified	0
Analysis of Temporal Expressions Annotated in Clinical Notes	Apr 1, 2015	Information RetrievalKnowledge Base Population	—Unverified	0
Unsupervised Learning of Coherent and General Semantic Classes for Entity Aggregates	Apr 1, 2015	Knowledge Base Population	—Unverified	0
Entity Disambiguation with Web Links	Jan 1, 2015	Entity DisambiguationEntity Linking	CodeCode Available	0
Trading accuracy for faster named entity linking	Nov 1, 2014	Entity LinkingKnowledge Base Population	—Unverified	0
Type-Aware Distantly Supervised Relation Extraction with Linked Arguments	Oct 1, 2014	Articlescoreference-resolution	—Unverified	0
Joint Inference for Knowledge Base Population	Oct 1, 2014	Entity LinkingKnowledge Base Population	—Unverified	0
Adding High-Precision Links to Wikipedia	Oct 1, 2014	Entity LinkingKnowledge Base Population	—Unverified	0
Using Mined Coreference Chains as a Resource for a Semantic Task	Oct 1, 2014	Coreference ResolutionKnowledge Base Population	—Unverified	0
Analysing recall loss in named entity slot filling	Oct 1, 2014	Knowledge Base PopulationNamed Entity Recognition (NER)	—Unverified	0

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Benchmark Results

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