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 26–50 of 446 papers

TitleStatusHype
Efficient Zero-shot Event Extraction with Context-Definition AlignmentCode1
Open-Vocabulary Argument Role Prediction for Event ExtractionCode1
PHEE: A Dataset for Pharmacovigilance Event Extraction from TextCode1
Schema-aware Reference as Prompt Improves Data-Efficient Knowledge Graph ConstructionCode1
EventGraph: Event Extraction as Semantic Graph ParsingCode1
Text-to-Text Extraction and Verbalization of Biomedical Event GraphsCode1
Automatic Error Analysis for Document-level Information ExtractionCode1
Few-Shot Document-Level Event Argument ExtractionCode1
OneEE: A One-Stage Framework for Fast Overlapping and Nested Event ExtractionCode1
DocEE: A Large-Scale and Fine-grained Benchmark for Document-level Event ExtractionCode1
RESIN-11: Schema-guided Event Prediction for 11 Newsworthy ScenariosCode1
RAAT: Relation-Augmented Attention Transformer for Relation Modeling in Document-Level Event ExtractionCode1
DeepStruct: Pretraining of Language Models for Structure PredictionCode1
Legal Judgment Prediction via Event Extraction with ConstraintsCode1
A Two-Stream AMR-enhanced Model for Document-level Event Argument ExtractionCode1
Introducing the ICBe Dataset: Very High Recall and Precision Event Extraction from Narratives about International CrisesCode1
CLIP-Event: Connecting Text and Images with Event StructuresCode1
Efficient Document-level Event Extraction via Pseudo-Trigger-aware Pruned Complete GraphCode1
Effective Use of Graph Convolution Network and Contextual Sub-Tree for Commodity News Event ExtractionCode1
Generating Disentangled Arguments with Prompts: A Simple Event Extraction Framework that WorksCode1
Effective Use of Graph Convolution Network and Contextual Sub-Tree forCommodity News Event ExtractionCode1
Everything Is All It Takes: A Multipronged Strategy for Zero-Shot Cross-Lingual Information ExtractionCode1
Corpus-based Open-Domain Event Type InductionCode1
DEGREE: A Data-Efficient Generation-Based Event Extraction ModelCode1
An Effective System for Multi-format Information ExtractionCode1
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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