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 326–350 of 446 papers

TitleStatusHype
Automatically Labeled Data Generation for Large Scale Event Extraction—0
Automatic Event Extraction with Structured Preference Modeling—0
Automatic extraction of personal events from dialogue—0
Beyond Exact Match: Semantically Reassessing Event Extraction by Large Language Models—0
Beyond Isolation: Multi-Agent Synergy for Improving Knowledge Graph Construction—0
Beyond Pixels: Leveraging the Language of Soccer to Improve Spatio-Temporal Action Detection in Broadcast Videos—0
Big Green at WNUT 2020 Shared Task-1: Relation Extraction as Contextualized Sequence Classification—0
Bilingual Event Extraction: a Case Study on Trigger Type Determination—0
Biomedical Event Extraction as Sequence Labeling—0
Biomedical Event Extraction based on Knowledge-driven Tree-LSTM—0
Biomedical Event Extraction by Multi-class Classification of Pairs of Text Entities—0
Biomedical Event Extraction Using Convolutional Neural Networks and Dependency Parsing—0
Biomedical Event Extraction using Abstract Meaning Representation—0
A Structure-aware Generative Model for Biomedical Event Extraction—0
Biomolecular Event Extraction using a Stacked Generalization based Classifier—0
Boosting Event Extraction with Denoised Structure-to-Text Augmentation—0
Bootstrapped Training of Event Extraction Classifiers—0
BOUN-TABI@SMM4H’22: Text-to-Text Adverse Drug Event Extraction with Data Balancing and Prompting—0
Building blocks for complex tasks: Robust generative event extraction for radiology reports under domain shifts—0
Cascaded Models for Better Fine-Grained Named Entity Recognition—0
Challenges and Applications of Automated Extraction of Socio-political Events from Text (CASE 2023): Workshop and Shared Task Report—0
Chinese Event Coreference Resolution: An Unsupervised Probabilistic Model Rivaling Supervised Resolvers—0
Chinese Event Extraction Using DeepNeural Network with Word Embedding—0
CLIO: Role-interactive Multi-event Head Attention Network for Document-level Event Extraction—0
COfEE: A Comprehensive Ontology for Event Extraction from text—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