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 151–175 of 446 papers

TitleStatusHype
Adapting Event Extractors to Medical Data: Bridging the Covariate Shift—0
Exploiting Coreference and Schema Structure for Document-level Event Extraction—0
Event Extraction with Generative Adversarial Imitation Learning—0
A Dataset for Multi-lingual Epidemiological Event Extraction—0
Automatically Labeled Data Generation for Large Scale Event Extraction—0
Event Extraction via Dynamic Multi-Pooling Convolutional Neural Networks—0
Enhancing Event Extraction from Short Stories through Contextualized Prompts—0
COfEE: A Comprehensive Ontology for Event Extraction from text—0
English Event Detection With Translated Language Features—0
Automated Extraction of Socio-political Events from News (AESPEN): Workshop and Shared Task Report—0
Event-Driven Learning of Systematic Behaviours in Stock Markets—0
Event Extraction as Frame-Semantic Parsing—0
Event Extraction as Machine Reading Comprehension—0
Event Extraction as Multi-turn Question Answering—0
ACE-2005-PT: Corpus for Event Extraction in Portuguese—0
End-to-end Clinical Event Extraction from Chinese Electronic Health Record—0
Event Extraction: A Survey—0
Event extraction based on open information extraction and ontology—0
Enabling Low-Resource Transfer Learning across COVID-19 Corpora by Combining Event-Extraction and Co-Training—0
Event Extraction by Associating Event Types and Argument Roles—0
Event Extraction for Balkan Languages—0
Event Extraction for Portuguese: A QA-driven Approach using ACE-2005—0
Event Extraction from Historical Texts: A New Dataset for Black Rebellions—0
Event extraction from Twitter using Non-Parametric Bayesian Mixture Model with Word Embeddings—0
Employing Morphological Structures and Sememes for Chinese 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