SOTAVerified

Event Extraction

Determine the extent of the events in a text.

Other names: Event Tagging; Event Identification

Papers

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Showing 361–370 of 446 papers

TitleStatusHype
Scalable Bio-Molecular Event Extraction System towards Knowledge Acquisition—0
Medication and Adverse Event Extraction from Noisy Text—0
Text Annotation Graphs: Annotating Complex Natural Language PhenomenaCode0
Wikipedia graph mining: dynamic structure of collective memoryCode0
Graph-based Event Extraction from Twitter—0
Streaming Text Analytics for Real-Time Event Recognition—0
Inducing Event Types and Roles in Reverse: Using Function to Discover Theme—0
On the Creation of a Security-Related Event Corpus—0
Biomedical Event Extraction using Abstract Meaning Representation—0
Identifying civilians killed by police with distantly supervised entity-event extraction—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