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 226–250 of 446 papers

TitleStatusHype
TableIE: Capture the Interactions among Joint Information Extraction Explicitly via Double Tables—0
DGMED: A Novel Document-Level Graph Convolution Network for Multi-Event Detection—0
HighIE: High-Order Inference for Entity Recognition, Relation Extraction, and Event Extraction—0
Semi-supervised New Event Type Induction and Description via Contrastive Loss-Enforced Batch Attention—0
Forecasting Crude Oil Price Using Event Extraction—0
American Hate Crime Trends Prediction with Event Extraction—0
Neural News Recommendation with Event Extraction—0
An overview of event extraction and its applications—0
Crosslingual Transfer Learning for Relation and Event Extraction via Word Category and Class Alignments—0
Exploring Sentence Community for Document-Level Event Extraction—0
Query and Extract: Refining Event Extraction as Type-oriented Binary Decoding—0
Joint Multimedia Event Extraction from Video and Article—0
Language Model Priming for Cross-Lingual Event Extraction—0
Modality and Negation in Event ExtractionCode0
DocEE: A Large-Scale Dataset for Document-level Event Extraction—0
PoKE: A Prompt-based Knowledge Eliciting Approach for Event Argument Extraction—0
Knowledge Graph Enhanced Event Extraction in Financial Documents—0
Multilingual Epidemic Event Extraction : From Simple Classification Methods to Open Information Extraction (OIE) and Ontology—0
Event Prominence Extraction Combining a Knowledge-Based Syntactic Parser and a BERT Classifier for Dutch—0
Event Extraction by Associating Event Types and Argument Roles—0
Keynote Abstract: Machine Learning in Conflict Studies: Reflections on Ethics, Collaboration, and Ongoing Challenges—0
Event Extraction from Historical Texts: A New Dataset for Black Rebellions—0
Fine-grained Information Extraction from Biomedical Literature based on Knowledge-enriched Abstract Meaning Representation—0
Keynote Abstract: Events on a Global Scale: Towards Language-Agnostic Event Extraction—0
Multilingual Protest News Detection - Shared Task 1, CASE 2021—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