SOTAVerified

Event Extraction

Determine the extent of the events in a text.

Other names: Event Tagging; Event Identification

Papers

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Showing 126–150 of 446 papers

TitleStatusHype
Open-Vocabulary Argument Role Prediction for Event ExtractionCode1
Title2Event: Benchmarking Open Event Extraction with a Large-scale Chinese Title Dataset—0
PHEE: A Dataset for Pharmacovigilance Event Extraction from TextCode1
Frequency of Interest-based Noise Attenuation Method to Improve Anomaly Detection Performance—0
Schema-aware Reference as Prompt Improves Data-Efficient Knowledge Graph ConstructionCode1
EventGraph at CASE 2021 Task 1: A General Graph-based Approach to Protest Event ExtractionCode0
EventGraph: Event Extraction as Semantic Graph ParsingCode1
An Ordinal Latent Variable Model of Conflict IntensityCode0
Event Extraction: A Survey—0
Rule Based Event Extraction for Artificial Social Intelligence—0
BOUN-TABI@SMM4H’22: Text-to-Text Adverse Drug Event Extraction with Data Balancing and Prompting—0
CLIO: Role-interactive Multi-event Head Attention Network for Document-level Event Extraction—0
Text-to-Text Extraction and Verbalization of Biomedical Event GraphsCode1
Event Extraction in Video Transcripts—0
基于框架语义映射和类型感知的篇章事件抽取(Document-Level Event Extraction Based on Frame Semantic Mapping and Type Awareness)—0
Generalizing through Forgetting -- Domain Generalization for Symptom Event Extraction in Clinical Notes—0
Automatic Error Analysis for Document-level Information ExtractionCode1
Few-Shot Document-Level Event Argument ExtractionCode1
OneEE: A One-Stage Framework for Fast Overlapping and Nested Event ExtractionCode1
End-to-end Clinical Event Extraction from Chinese Electronic Health Record—0
DICE: Data-Efficient Clinical Event Extraction with Generative Models—0
RESIN-11: Schema-guided Event Prediction for 11 Newsworthy ScenariosCode1
DocEE: A Large-Scale and Fine-grained Benchmark for Document-level Event ExtractionCode1
ECNU_ICA at SemEval-2022 Task 10: A Simple and Unified Model for Monolingual and Crosslingual Structured Sentiment Analysis—0
Collaborative Knowledge Graph Fusion by Exploiting the Open Corpus—0
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All datasetsACE2005GENIA.Cancer Genetics 2013 (CG)Epigenetics and Post-translational Modifications 2011 (EPI)GENIA 2013Infectious Diseases 2011 (ID)Multi-Level Event Extraction (MLEE)Pathway Curation 2013 (PC)

Benchmark Results

#ModelMetricClaimedVerifiedStatus
1DeepStruct multi-taskArgument Cl63.9—Unverified
2DeepStruct multi-task w/ finetuneArgument Cl56.2—Unverified
3Text2Event - T5-largeArgument Cl53.8—Unverified
4Text2Event - T5-baseArgument Cl49.8—Unverified
#ModelMetricClaimedVerifiedStatus
1DeepEventMineF163.96—Unverified
2GEANet-SciBERTF160.06—Unverified
#ModelMetricClaimedVerifiedStatus
1110L1—Unverified
#ModelMetricClaimedVerifiedStatus
1DeepEventMineF161.74—Unverified
#ModelMetricClaimedVerifiedStatus
1DeepEventMineF165.57—Unverified
#ModelMetricClaimedVerifiedStatus
1DeepEventMineF156.72—Unverified
#ModelMetricClaimedVerifiedStatus
1DeepEventMineF161.62—Unverified
#ModelMetricClaimedVerifiedStatus
1DeepEventMineF161.87—Unverified
#ModelMetricClaimedVerifiedStatus
1DeepEventMineF157.72—Unverified