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
Automated Extraction of Socio-political Events from News (AESPEN): Workshop and Shared Task Report—0
Event Extraction in pieces:Tackling the partial event identification problem on unseen corpora—0
Event Extraction in Video Transcripts—0
Event Extraction Using Distant Supervision—0
Event Extraction via Dynamic Multi-Pooling Convolutional Neural Networks—0
Event Extraction with Generative Adversarial Imitation Learning—0
Contrastive Event Extraction Using Video Enhancements—0
ACE-2005-PT: Corpus for Event Extraction in Portuguese—0
End-to-end Clinical Event Extraction from Chinese Electronic Health Record—0
Enabling Low-Resource Transfer Learning across COVID-19 Corpora by Combining Event-Extraction and Co-Training—0
Employing Morphological Structures and Sememes for Chinese Event Extraction—0
Employing Event Inference to Improve Semi-Supervised Chinese Event Extraction—0
Event Prominence Extraction Combining a Knowledge-Based Syntactic Parser and a BERT Classifier for Dutch—0
CLIO: Role-interactive Multi-event Head Attention Network for Document-level Event Extraction—0
Employing Compositional Semantics and Discourse Consistency in Chinese Event Extraction—0
PoKE: A Prompt-based Knowledge Eliciting Approach for Event Argument Extraction—0
Egocentric Activity Prediction via Event Modulated Attention—0
Explicit, Implicit, and Scattered: Revisiting Event Extraction to Capture Complex Arguments—0
Exploiting Coreference and Schema Structure for Document-level Event Extraction—0
Cross-genre Event Extraction with Knowledge Enrichment—0
Exploiting Parallel News Streams for Unsupervised Event Extraction—0
Exploring Interpretability in Event Extraction: Multitask Learning of a Neural Event Classifier and an Explanation Decoder—0
Exploring Pre-trained Language Models for Event Extraction and Generation—0
Exploring Sentence Community for Document-Level Event Extraction—0
Chinese Event Extraction Using DeepNeural Network with Word Embedding—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