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 76–100 of 140 papers

Title	Date	Tasks	Status
Knowledge-Guided Linguistic Rewrites for Inference Rule Verification	Jun 1, 2016	Knowledge Base CompletionKnowledge Base Population	CodeCode Available
Consensus Maximization Fusion of Probabilistic Information Extractors	Jun 1, 2016	Knowledge Base Population	—Unverified
Cross-lingual Wikification Using Multilingual Embeddings	Jun 1, 2016	Entity LinkingKnowledge Base Population	—Unverified
Effective Crowd Annotation for Relation Extraction	Jun 1, 2016	Knowledge Base PopulationQuestion Answering	—Unverified
A Regional News Corpora for Contextualized Entity Discovery and Linking	May 1, 2016	ClusteringEntity Linking	—Unverified
Parallel Chinese-English Entities, Relations and Events Corpora	May 1, 2016	Knowledge Base PopulationTranslation	—Unverified
SemLinker, a Modular and Open Source Framework for Named Entity Discovery and Linking	May 1, 2016	ClusteringKnowledge Base Population	—Unverified
Supervised and Unsupervised Ensembling for Knowledge Base Population	Apr 16, 2016	Knowledge Base Populationslot-filling	—Unverified
An Empirical Analysis of Formality in Online Communication	Jan 1, 2016	Automatic WritingKnowledge Base Population	—Unverified
Knowledge Base Population using Semantic Label Propagation	Nov 19, 2015	Knowledge Base PopulationRelation	—Unverified
Biography-Dependent Collaborative Entity Archiving for Slot Filling	Sep 1, 2015	Knowledge Base Populationslot-filling	—Unverified
Language and Domain Independent Entity Linking with Quantified Collective Validation	Sep 1, 2015	Dependency ParsingEntity Linking	—Unverified
Sar-graphs: A Linked Linguistic Knowledge Resource Connecting Facts with Language	Jul 1, 2015	Knowledge Base PopulationKnowledge Graphs	—Unverified
Semantic Type Classification of Common Words in Biomedical Noun Phrases	Jul 1, 2015	General ClassificationKnowledge Base Population	—Unverified
FrameNet+: Fast Paraphrastic Tripling of FrameNet	Jul 1, 2015	Knowledge Base PopulationNatural Language Inference	—Unverified
Matrix and Tensor Factorization Methods for Natural Language Processing	Jul 1, 2015	Dependency ParsingKnowledge Base Population	—Unverified
Stacked Ensembles of Information Extractors for Knowledge-Base Population	Jul 1, 2015	Knowledge Base PopulationSentiment Analysis	—Unverified
Relation Extraction: Perspective from Convolutional Neural Networks	Jun 1, 2015	ChunkingFeature Engineering	—Unverified
Annotating genericity: a survey, a scheme, and a corpus	Jun 1, 2015	Knowledge Base PopulationQuestion Answering	—Unverified
Entity/Event-Level Sentiment Detection and Inference	Jun 1, 2015	Knowledge Base PopulationOpinion Mining	—Unverified
A Concrete Chinese NLP Pipeline	Jun 1, 2015	Coreference ResolutionEntity Linking	—Unverified
Relation Extraction from Community Generated Question-Answer Pairs	Jun 1, 2015	Community Question AnsweringKnowledge Base Population	—Unverified
A New Dataset and Evaluation for Belief/Factuality	Jun 1, 2015	Knowledge Base Population	—Unverified
Interactive Knowledge Base Population	May 31, 2015	Knowledge Base Population	—Unverified
MPQA 3.0: An Entity/Event-Level Sentiment Corpus	May 1, 2015	Knowledge Base PopulationOpinion Mining	—Unverified

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Benchmark Results

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