SOTAVerified|Agents Browse Leaderboard About

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 11–20 of 140 papers

Title	Date	Tasks	Status	Hype	Score
Improving Named Entity Recognition by Jointly Learning to Disambiguate Morphological Tags	Aug 1, 2018	Entity LinkingKnowledge Base Population	CodeCode Available	0	5
Framing Named Entity Linking Error Types	May 1, 2018	Entity LinkingKnowledge Base Population	CodeCode Available	0	5
Adversarial Feature Adaptation for Cross-lingual Relation Classification	Aug 1, 2018	ClassificationDomain Adaptation	CodeCode Available	0	5
Knowledge Base Completion: Baseline strikes back (Again)	May 2, 2020	AllKnowledge Base Completion	CodeCode Available	0	5
A Dataset for Web-Scale Knowledge Base Population	Jun 3, 2018	BenchmarkingKnowledge Base Population	CodeCode Available	0	5
Discovering Implicit Knowledge with Unary Relations	Jul 1, 2018	Deep LearningKnowledge Base Population	CodeCode Available	0	5
Creation of a Balanced State-of-the-Art Multilayer Corpus for NLU	May 1, 2018	Abstractive Text SummarizationCoreference Resolution	CodeCode Available	0	5
DeepKE: A Deep Learning Based Knowledge Extraction Toolkit for Knowledge Base Population	Jan 10, 2022	AttributeAttribute Extraction	CodeCode Available	0	5
BEEDS: Large-Scale Biomedical Event Extraction using Distant Supervision and Question Answering	May 1, 2022	Event ExtractionKnowledge Base Population	CodeCode Available	0	5
Biomedical Event Extraction as Multi-turn Question Answering	Nov 1, 2020	Event ExtractionKnowledge Base Population	CodeCode Available	0	5

Show:10 25 50

← PrevPage 2 of 14Next →

Benchmark Results

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