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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 121–130 of 140 papers

Title	Date	Tasks	Status	Hype
A Dataset for Web-Scale Knowledge Base Population	Jun 3, 2018	BenchmarkingKnowledge Base Population	CodeCode Available	0
Entity Disambiguation with Web Links	Jan 1, 2015	Entity DisambiguationEntity Linking	CodeCode Available	0
BEEDS: Large-Scale Biomedical Event Extraction using Distant Supervision and Question Answering	May 1, 2022	Event ExtractionKnowledge Base Population	CodeCode Available	0
T-REx: A Large Scale Alignment of Natural Language with Knowledge Base Triples	May 1, 2018	Entity LinkingKnowledge Base Population	CodeCode Available	0
Position-aware Attention and Supervised Data Improve Slot Filling	Sep 1, 2017	FormKnowledge 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
Joint Matrix-Tensor Factorization for Knowledge Base Inference	Jun 2, 2017	Knowledge Base CompletionKnowledge Base Population	CodeCode Available	0
Expanding the Vocabulary of BERT for Knowledge Base Construction	Oct 12, 2023	Knowledge Base ConstructionKnowledge Base Population	CodeCode Available	0
Textual Entailment for Effective Triple Validation in Object Prediction	Jan 29, 2024	Knowledge Base PopulationKnowledge Graphs	CodeCode Available	0
Adversarial Feature Adaptation for Cross-lingual Relation Classification	Aug 1, 2018	ClassificationDomain Adaptation	CodeCode Available	0

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Benchmark Results

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