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 351–375 of 446 papers

TitleStatusHype
An improved neural network model for joint POS tagging and dependency parsingCode0
Biomedical Event Extraction Using Convolutional Neural Networks and Dependency Parsing—0
DCFEE: A Document-level Chinese Financial Event Extraction System based on Automatically Labeled Training DataCode0
Neural Event Extraction from Movies Description—0
KOI at SemEval-2018 Task 5: Building Knowledge Graph of Incidents—0
Event Extraction with Generative Adversarial Imitation Learning—0
An Attentive Sequence Model for Adverse Drug Event Extraction from Biomedical Text—0
Sentiment Predictability for StocksCode0
Scale Up Event Extraction Learning via Automatic Training Data Generation—0
Scalable Bio-Molecular Event Extraction System towards Knowledge Acquisition—0
Medication and Adverse Event Extraction from Noisy Text—0
Text Annotation Graphs: Annotating Complex Natural Language PhenomenaCode0
Wikipedia graph mining: dynamic structure of collective memoryCode0
Streaming Text Analytics for Real-Time Event Recognition—0
Graph-based Event Extraction from Twitter—0
Biomedical Event Extraction using Abstract Meaning Representation—0
On the Creation of a Security-Related Event Corpus—0
Inducing Event Types and Roles in Reverse: Using Function to Discover Theme—0
Identifying civilians killed by police with distantly supervised entity-event extraction—0
External Evaluation of Event Extraction Classifiers for Automatic Pathway Curation: An extended study of the mTOR pathwayCode0
Zero-Shot Transfer Learning for Event ExtractionCode0
English Event Detection With Translated Language Features—0
Automatically Labeled Data Generation for Large Scale Event Extraction—0
Deep Learning for Hate Speech Detection in TweetsCode0
A Deep Multi-View Learning Framework for City Event Extraction from Twitter Data Streams—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