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
RAAT: Relation-Augmented Attention Transformer for Relation Modeling in Document-Level Event ExtractionCode1
Guidelines and a Corpus for Extracting Biographical Events—0
Enhancing Event-Level Sentiment Analysis with Structured ArgumentsCode0
Improve Event Extraction via Self-Training with Gradient Guidance—0
DeepStruct: Pretraining of Language Models for Structure PredictionCode1
Dynamic Prefix-Tuning for Generative Template-based Event Extraction—0
Utilizing coarse-grained data in low-data settings for event extraction—0
Saliency as Evidence: Event Detection with Trigger Saliency AttributionCode0
Document-Level Event Argument Extraction via Optimal Transport—0
Legal Judgment Prediction via Event Extraction with ConstraintsCode1
BEEDS: Large-Scale Biomedical Event Extraction using Distant Supervision and Question AnsweringCode0
Crude Oil-related Events Extraction and Processing: A Transfer Learning Approach—0
A Two-Stream AMR-enhanced Model for Document-level Event Argument ExtractionCode1
CrudeOilNews: An Annotated Crude Oil News Corpus for Event ExtractionCode0
Improving Zero-Shot Event Extraction via Sentence Simplification—0
P4E: Few-Shot Event Detection as Prompt-Guided Identification and Localization—0
Introducing the ICBe Dataset: Very High Recall and Precision Event Extraction from Narratives about International CrisesCode1
Semi-supervised New Event Type Induction and Description via Contrastive Loss-Enforced Batch Attention—0
Document-Level Event Extraction via Human-Like Reading Process—0
Ontology-enhanced Prompt-tuning for Few-shot Learning—0
Contrastive Event Extraction Using Video Enhancements—0
Exploiting Coreference and Schema Structure for Document-level Event Extraction—0
DEGREE: A Data-Efficient Generation-Based Event Extraction Model—0
Hybrid Semantic Type Representation for Zero-Shot Event Extraction—0
Mining Information from Event Structure Relation Graph for Event Argument 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