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 376–400 of 446 papers

TitleStatusHype
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
Leveraging Multilingual Training for Limited Resource Event Extraction—0
Incremental Global 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
Joint Extraction of Events and Entities within a Document ContextCode1
Refactoring the Genia Event Extraction Shared Task Toward a General Framework for IE-Driven KB Development—0
SeeDev Binary Event Extraction using SVMs and a Rich Feature SetCode0
Jointly Event Extraction and Visualization on Twitter via Probabilistic Modelling—0
RBPB: Regularization-Based Pattern Balancing Method for Event Extraction—0
Liberal Event Extraction and Event Schema Induction—0
SnapToGrid: From Statistical to Interpretable Models for Biomedical Information Extraction—0
Cross-media Event Extraction and Recommendation—0
Cross-genre Event Extraction with Knowledge Enrichment—0
Joint Event Extraction via Recurrent Neural NetworksCode0
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 in pieces:Tackling the partial event identification problem on unseen corpora—0
Using word embedding for bio-event 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