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 101–125 of 140 papers

TitleStatusHype
Linking Graph Entities with Multiplicity and Provenance—0
Matrix and Tensor Factorization Methods for Natural Language Processing—0
MPQA 3.0: An Entity/Event-Level Sentiment Corpus—0
Multi-lingual Entity Discovery and Linking—0
Neural Networks Models for Entity Discovery and Linking—0
Pairwise Relation Classification with Mirror Instances and a Combined Convolutional Neural Network—0
Parallel Chinese-English Entities, Relations and Events Corpora—0
PERLEX: A Bilingual Persian-English Gold Dataset for Relation Extraction—0
Pocket Knowledge Base Population—0
Population of a Knowledge Base for News Metadata from Unstructured Text and Web Data—0
Prior-informed Distant Supervision for Temporal Evidence Classification—0
Probabilistic Inference for Cold Start Knowledge Base Population with Prior World Knowledge—0
Relabeling Distantly Supervised Training Data for Temporal Knowledge Base Population—0
Relation Extraction from Community Generated Question-Answer Pairs—0
Relation Extraction: Perspective from Convolutional Neural Networks—0
RelationFactory: A Fast, Modular and Effective System for Knowledge Base Population—0
DeepKE: A Deep Learning Based Knowledge Extraction Toolkit for Knowledge Base PopulationCode0
Discovering Implicit Knowledge with Unary RelationsCode0
Creation of a Balanced State-of-the-Art Multilayer Corpus for NLUCode0
Biomedical Event Extraction as Multi-turn Question AnsweringCode0
A Dataset for Web-Scale Knowledge Base PopulationCode0
Entity Disambiguation with Web LinksCode0
BEEDS: Large-Scale Biomedical Event Extraction using Distant Supervision and Question AnsweringCode0
T-REx: A Large Scale Alignment of Natural Language with Knowledge Base TriplesCode0
Position-aware Attention and Supervised Data Improve Slot FillingCode0
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1VE-BERTF10.36—Unverified