SOTAVerified

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 AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 1–50 of 140 papers

TitleStatusHype
Autoregressive Language Models for Knowledge Base Population: A case study in the space mission domain—0
Textual Entailment for Effective Triple Validation in Object PredictionCode0
Expanding the Vocabulary of BERT for Knowledge Base ConstructionCode0
CKBP v2: Better Annotation and Reasoning for Commonsense Knowledge Base PopulationCode1
PseudoReasoner: Leveraging Pseudo Labels for Commonsense Knowledge Base PopulationCode1
EA^2E: Improving Consistency with Event Awareness for Document-Level Argument ExtractionCode1
STable: Table Generation Framework for Encoder-Decoder Models—0
EA^2E: Improving Consistency with Event Awareness for Document-Level Argument ExtractionCode1
BEEDS: Large-Scale Biomedical Event Extraction using Distant Supervision and Question AnsweringCode0
A Generative Model for Relation Extraction and Classification—0
DeepKE: A Deep Learning Based Knowledge Extraction Toolkit for Knowledge Base PopulationCode0
GenRE: A Generative Model for Relation Extraction—0
Set Generation Networks for End-to-End Knowledge Base Population—0
Entity Linking Meets Deep Learning: Techniques and Solutions—0
Benchmarking Commonsense Knowledge Base Population with an Effective Evaluation DatasetCode1
Zero-shot Slot Filling with DPR and RAGCode1
Deep Neural Networks for Relation ExtractionCode1
Biomedical Event Extraction as Multi-turn Question AnsweringCode0
Information Extraction of Clinical Trial Eligibility CriteriaCode1
PERLEX: A Bilingual Persian-English Gold Dataset for Relation Extraction—0
FarsBase-KBP: A Knowledge Base Population System for the Persian Knowledge Graph—0
Knowledge Base Completion: Baseline strikes back (Again)Code0
Data Augmentation for Personal Knowledge Base Population—0
KnowledgeNet: A Benchmark Dataset for Knowledge Base PopulationCode0
Linking Graph Entities with Multiplicity and Provenance—0
Who Sides with Whom? Towards Computational Construction of Discourse Networks for Political DebatesCode0
Uncovering Probabilistic Implications in Typological Knowledge Bases—0
Learning Relational Representations by Analogy using Hierarchical Siamese Networks—0
Adversarial Training for Satire Detection: Controlling for Confounding Variables—0
Zero-shot Relation Classification as Textual Entailment—0
A Case Study on Learning a Unified Encoder of Relations—0
Learning to Define Terms in the Software Domain—0
Jointly Identifying and Fixing Inconsistent Readings from Information Extraction Systems—0
Improving Named Entity Recognition by Jointly Learning to Disambiguate Morphological TagsCode0
The INCEpTION Platform: Machine-Assisted and Knowledge-Oriented Interactive AnnotationCode0
Adversarial Feature Adaptation for Cross-lingual Relation ClassificationCode0
Multi-lingual Entity Discovery and Linking—0
SANTO: A Web-based Annotation Tool for Ontology-driven Slot Filling—0
Discovering Implicit Knowledge with Unary RelationsCode0
Type-Sensitive Knowledge Base Inference Without Explicit Type SupervisionCode0
A Dataset for Web-Scale Knowledge Base PopulationCode0
Supervised Open Information Extraction—0
Automatic Annotation of Semantic Term Types in the Complete ACL Anthology Reference Corpus—0
T-REx: A Large Scale Alignment of Natural Language with Knowledge Base TriplesCode0
Cross-Document, Cross-Language Event Coreference Annotation Using Event Hoppers—0
Creation of a Balanced State-of-the-Art Multilayer Corpus for NLUCode0
Framing Named Entity Linking Error TypesCode0
When ACE met KBP: End-to-End Evaluation of Knowledge Base Population with Component-level Annotation—0
Laying the Groundwork for Knowledge Base Population: Nine Years of Linguistic Resources for TAC KBP—0
Learning Transferable Representation for Bilingual Relation Extraction via Convolutional Neural Networks—0
Show:102550
← PrevPage 1 of 3Next →

Benchmark Results

#ModelMetricClaimedVerifiedStatus
1VE-BERTF10.36—Unverified