SOTAVerified

Event Extraction

Determine the extent of the events in a text.

Other names: Event Tagging; Event Identification

Papers

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Showing 121–130 of 446 papers

TitleStatusHype
Extended Multilingual Protest News Detection -- Shared Task 1, CASE 2021 and 2022—0
Gradient Imitation Reinforcement Learning for General Low-Resource Information Extraction—0
MEE: A Novel Multilingual Event Extraction Dataset—0
Efficient Zero-shot Event Extraction with Context-Definition AlignmentCode1
Video Event Extraction via Tracking Visual States of Arguments—0
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
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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