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 251–275 of 446 papers

TitleStatusHype
Semi-supervised New Event Type Induction and Description via Contrastive Loss-Enforced Batch Attention—0
SHIELD: LLM-Driven Schema Induction for Predictive Analytics in EV Battery Supply Chain Disruptions—0
Sieve-based Coreference Resolution in the Biomedical Domain—0
SnapToGrid: From Statistical to Interpretable Models for Biomedical Information Extraction—0
SPEED++: A Multilingual Event Extraction Framework for Epidemic Prediction and Preparedness—0
STAR: Boosting Low-Resource Information Extraction by Structure-to-Text Data Generation with Large Language Models—0
Streaming Text Analytics for Real-Time Event Recognition—0
SU-NLP at CASE 2021 Task 1: Protest News Detection for English—0
Syntactic-GCN Bert based Chinese Event Extraction—0
TableIE: Capture the Interactions among Joint Information Extraction Explicitly via Double Tables—0
Tale of tails using rule augmented sequence labeling for event extraction—0
Targeted Augmentation for Low-Resource Event Extraction—0
Task formulation for Extracting Social Determinants of Health from Clinical Narratives—0
Tense, aspect and mood based event extraction for situation analysis and crisis management—0
The Genia Event Extraction Shared Task, 2013 Edition - Overview—0
Timestamping Documents and Beliefs—0
Title2Event: Benchmarking Open Event Extraction with a Large-scale Chinese Title Dataset—0
Token-Event-Role Structure-based Multi-Channel Document-Level Event Extraction—0
Towards Better Multi-task Learning: A Framework for Optimizing Dataset Combinations in Large Language Models—0
Towards Few-Shot Event Mention Retrieval: An Evaluation Framework and A Siamese Network Approach—0
Towards Focused and Connected Document-Level Event Extraction—0
Towards Layered Events and Schema Representations in Long Documents—0
Towards Multilingual Event Extraction Evaluation: A Case Study for the Czech Language—0
Training Multimedia Event Extraction With Generated Images and Captions—0
Training with Streaming Annotation—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