SOTAVerified

Event Extraction

Determine the extent of the events in a text.

Other names: Event Tagging; Event Identification

Papers

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Showing 331–340 of 446 papers

TitleStatusHype
Tale of tails using rule augmented sequence labeling for event extraction—0
Composing a Picture Book by Automatic Story Understanding and Visualization—0
Enhancing biomedical word embeddings by retrofitting to verb clustersCode0
Exploring Pre-trained Language Models for Event Extraction and Generation—0
Event extraction based on open information extraction and ontology—0
Open Domain Event Extraction Using Neural Latent Variable ModelsCode0
Biomedical Event Extraction based on Knowledge-driven Tree-LSTM—0
Multilingual Entity, Relation, Event and Human Value Extraction—0
Geolocating Political Events in TextCode0
Context awareness and embedding for biomedical event extractionCode0
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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