SOTAVerified

Event Extraction

Determine the extent of the events in a text.

Other names: Event Tagging; Event Identification

Papers

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 176–200 of 446 papers

TitleStatusHype
Frequency of Interest-based Noise Attenuation Method to Improve Anomaly Detection Performance—0
EventGraph at CASE 2021 Task 1: A General Graph-based Approach to Protest Event ExtractionCode0
An Ordinal Latent Variable Model of Conflict IntensityCode0
Event Extraction: A Survey—0
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
Rule Based Event Extraction for Artificial Social Intelligence—0
CLIO: Role-interactive Multi-event Head Attention Network for Document-level Event Extraction—0
BOUN-TABI@SMM4H’22: Text-to-Text Adverse Drug Event Extraction with Data Balancing and Prompting—0
Generalizing through Forgetting -- Domain Generalization for Symptom Event Extraction in Clinical Notes—0
End-to-end Clinical Event Extraction from Chinese Electronic Health Record—0
DICE: Data-Efficient Clinical Event Extraction with Generative Models—0
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
Guidelines and a Corpus for Extracting Biographical Events—0
Enhancing Event-Level Sentiment Analysis with Structured ArgumentsCode0
Improve Event Extraction via Self-Training with Gradient Guidance—0
Dynamic Prefix-Tuning for Generative Template-based Event Extraction—0
Utilizing coarse-grained data in low-data settings for event extraction—0
Document-Level Event Argument Extraction via Optimal Transport—0
Crude Oil-related Events Extraction and Processing: A Transfer Learning Approach—0
BEEDS: Large-Scale Biomedical Event Extraction using Distant Supervision and Question AnsweringCode0
Saliency as Evidence: Event Detection with Trigger Saliency AttributionCode0
CrudeOilNews: An Annotated Crude Oil News Corpus for Event ExtractionCode0
Improving Zero-Shot Event Extraction via Sentence Simplification—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