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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 51–60 of 140 papers

Title	Date	Tasks	Status	Hype
Huntsville, hospitals, and hockey teams: Names can reveal your location	Sep 1, 2017	Knowledge Base PopulationRecommendation Systems	—Unverified	0
Position-aware Attention and Supervised Data Improve Slot Filling	Sep 1, 2017	FormKnowledge Base Population	CodeCode Available	0
Importance sampling for unbiased on-demand evaluation of knowledge base population	Sep 1, 2017	Information RetrievalKnowledge Base Population	—Unverified	0
Generating Pattern-Based Entailment Graphs for Relation Extraction	Aug 1, 2017	Knowledge Base PopulationNatural Language Inference	—Unverified	0
Pocket Knowledge Base Population	Jul 1, 2017	Knowledge Base PopulationOpen Information Extraction	—Unverified	0
Integrating Deep Linguistic Features in Factuality Prediction over Unified Datasets	Jul 1, 2017	Knowledge Base PopulationPrediction	—Unverified	0
Automatically Labeled Data Generation for Large Scale Event Extraction	Jul 1, 2017	Event ExtractionKnowledge Base Population	—Unverified	0
Joint Matrix-Tensor Factorization for Knowledge Base Inference	Jun 2, 2017	Knowledge Base CompletionKnowledge Base Population	CodeCode Available	0
SemEval 2017 Task 10: ScienceIE - Extracting Keyphrases and Relations from Scientific Publications	Apr 10, 2017	Knowledge Base Population	CodeCode Available	0
Probabilistic Inference for Cold Start Knowledge Base Population with Prior World Knowledge	Apr 1, 2017	Common Sense ReasoningEntity Linking	—Unverified	0

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Benchmark Results

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