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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 21–30 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
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
Position-aware Attention and Supervised Data Improve Slot Filling	Sep 1, 2017	FormKnowledge Base Population	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
Entity Disambiguation with Web Links	Jan 1, 2015	Entity DisambiguationEntity Linking	CodeCode Available	0	5
Adversarial Feature Adaptation for Cross-lingual Relation Classification	Aug 1, 2018	ClassificationDomain Adaptation	CodeCode Available	0	5
The INCEpTION Platform: Machine-Assisted and Knowledge-Oriented Interactive Annotation	Aug 1, 2018	Active LearningEntity Linking	CodeCode Available	0	5
Biomedical Event Extraction as Multi-turn Question Answering	Nov 1, 2020	Event ExtractionKnowledge Base Population	CodeCode Available	0	5
Knowledge-Guided Linguistic Rewrites for Inference Rule Verification	Jun 1, 2016	Knowledge Base CompletionKnowledge Base Population	CodeCode Available	0	5

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Benchmark Results

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