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 351–400 of 446 papers

TitleStatusHype
Semi-Supervised Event Extraction with Paraphrase Clusters—0
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
KOI at SemEval-2018 Task 5: Building Knowledge Graph of Incidents—0
Neural Event Extraction from Movies Description—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
Graph-based Event Extraction from Twitter—0
Streaming Text Analytics for Real-Time Event Recognition—0
Inducing Event Types and Roles in Reverse: Using Function to Discover Theme—0
On the Creation of a Security-Related Event Corpus—0
Biomedical Event Extraction using Abstract Meaning Representation—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
Automatically Labeled Data Generation for Large Scale Event Extraction—0
English Event Detection With Translated Language Features—0
Deep Learning for Hate Speech Detection in TweetsCode0
A Deep Multi-View Learning Framework for City Event Extraction from Twitter Data Streams—0
Biomedical Event Trigger Identification Using Bidirectional Recurrent Neural Network Based ModelsCode0
Two Layers of Annotation for Representing Event Mentions in News Stories—0
Event extraction from Twitter using Non-Parametric Bayesian Mixture Model with Word Embeddings—0
Incremental Global Event Extraction—0
Leveraging Multilingual Training for Limited Resource Event Extraction—0
Biomolecular Event Extraction using a Stacked Generalization based Classifier—0
Chinese Event Extraction Using DeepNeural Network with Word Embedding—0
Facebook 活動事件擷取系統(Facebook Activity Event Extraction System)[In Chinese]—0
Liberal Event Extraction and Event Schema Induction—0
RBPB: Regularization-Based Pattern Balancing Method for Event Extraction—0
SeeDev Binary Event Extraction using SVMs and a Rich Feature SetCode0
Jointly Event Extraction and Visualization on Twitter via Probabilistic Modelling—0
Refactoring the Genia Event Extraction Shared Task Toward a General Framework for IE-Driven KB Development—0
SnapToGrid: From Statistical to Interpretable Models for Biomedical Information Extraction—0
Joint Event Extraction via Recurrent Neural NetworksCode0
Cross-genre Event Extraction with Knowledge Enrichment—0
Cross-media Event Extraction and Recommendation—0
A Dataset for Open Event Extraction in English—0
Sieve-based Coreference Resolution in the Biomedical Domain—0
Description of the Odin Event Extraction Framework and Rule LanguageCode0
Towards Multilingual Event Extraction Evaluation: A Case Study for the Czech Language—0
Posterior calibration and exploratory analysis for natural language processing models—0
Event Extraction via Dynamic Multi-Pooling Convolutional Neural Networks—0
Complex Event Extraction using DRUM—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