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

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Showing 1–50 of 140 papers

TitleStatusHype
Deep Neural Networks for Relation ExtractionCode1
Benchmarking Commonsense Knowledge Base Population with an Effective Evaluation DatasetCode1
Information Extraction of Clinical Trial Eligibility CriteriaCode1
EA^2E: Improving Consistency with Event Awareness for Document-Level Argument ExtractionCode1
Zero-shot Slot Filling with DPR and RAGCode1
EA^2E: Improving Consistency with Event Awareness for Document-Level Argument ExtractionCode1
CKBP v2: Better Annotation and Reasoning for Commonsense Knowledge Base PopulationCode1
PseudoReasoner: Leveraging Pseudo Labels for Commonsense Knowledge Base PopulationCode1
Event Extraction Using Distant Supervision—0
Entity Linking Meets Deep Learning: Techniques and Solutions—0
Evaluating the Quality of a Knowledge Base Populated from Text—0
Adding High-Precision Links to Wikipedia—0
An Empirical Analysis of Formality in Online Communication—0
A Concrete Chinese NLP Pipeline—0
Event Nugget and Event Coreference Annotation—0
A Case Study on Learning a Unified Encoder of Relations—0
Application-Driven Relation Extraction with Limited Distant Supervision—0
A Comparison of Weak Supervision methods for Knowledge Base Construction—0
Effective Crowd Annotation for Relation Extraction—0
A Gold Standard for Relation Extraction in the Food Domain—0
A Robust Shallow Temporal Reasoning System—0
Aleda, a free large-scale entity database for French—0
Analysing recall loss in named entity slot filling—0
Autoregressive Language Models for Knowledge Base Population: A case study in the space mission domain—0
Analysis of Temporal Expressions Annotated in Clinical Notes—0
A Pipeline Japanese Entity Linking System with Embedding Features—0
Benchmarking Named Entity Disambiguation approaches for Streaming Graphs—0
Biography-Dependent Collaborative Entity Archiving for Slot Filling—0
An Entity-Centric Coreference Resolution System for Person Entities with Rich Linguistic Information—0
Building a Corpus for Japanese Wikification with Fine-Grained Entity Classes—0
Annotating genericity: a survey, a scheme, and a corpus—0
A Generative Model for Relation Extraction and Classification—0
Chinese Name Disambiguation Based on Adaptive Clustering with the Attribute Features—0
Cheap and easy entity evaluation—0
Annotating and Predicting Non-Restrictive Noun Phrase Modifications—0
CMU: Arc-Factored, Discriminative Semantic Dependency Parsing—0
Combining Supervised and Unsupervised Enembles for Knowledge Base Population—0
Confidence Estimation for Knowledge Base Population—0
Consensus Maximization Fusion of Probabilistic Information Extractors—0
Creating and Curating a Cross-Language Person-Entity Linking Collection—0
A Regional News Corpora for Contextualized Entity Discovery and Linking—0
Cross-Document, Cross-Language Event Coreference Annotation Using Event Hoppers—0
Cross-lingual Wikification Using Multilingual Embeddings—0
Data Augmentation for Personal Knowledge Base Population—0
Automatically Labeled Data Generation for Large Scale Event Extraction—0
Challenges in the Knowledge Base Population Slot Filling Task—0
Automatic Annotation of Semantic Term Types in the Complete ACL Anthology Reference Corpus—0
Building a Cross-document Event-Event Relation Corpus—0
A New Dataset and Evaluation for Belief/Factuality—0
Adversarial Training for Satire Detection: Controlling for Confounding Variables—0
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1VE-BERTF10.36—Unverified