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
PROTEST-ER: Retraining BERT for Protest Event Extraction—0
Revisiting the Evaluation of End-to-end Event Extraction—0
SU-NLP at CASE 2021 Task 1: Protest News Detection for English—0
Zero-shot Event Extraction via Transfer Learning: Challenges and Insights—0
COfEE: A Comprehensive Ontology for Event Extraction from text—0
A Survey on Deep Learning Event Extraction: Approaches and Applications—0
Visualization Techniques to Enhance Automated Event Extraction—0
AMU-EURANOVA at CASE 2021 Task 1: Assessing the stability of multilingual BERTCode0
Timestamping Documents and Beliefs—0
Towards Layered Events and Schema Representations in Long Documents—0
Improving Adverse Drug Event Extraction with SpanBERT on Different Text TypologiesCode0
An Annotated Commodity News Corpus for Event ExtractionCode0
ENPAR:Enhancing Entity and Entity Pair Representations for Joint Entity Relation ExtractionCode0
Probing into the Root: A Dataset for Reason Extraction of Structural Events from Financial Documents—0
Verb Knowledge Injection for Multilingual Event Processing—0
Unsupervised Label-aware Event Trigger and Argument Classification—0
Big Green at WNUT 2020 Shared Task-1: Relation Extraction as Contextualized Sequence Classification—0
Extracting COVID-19 Diagnoses and Symptoms From Clinical Text: A New Annotated Corpus and Neural Event Extraction Framework—0
Joint Event Extraction with Hierarchical Policy Network—0
Neural Gibbs Sampling for Joint Event Argument ExtractionCode0
Reconstructing Event Regions for Event Extraction via Graph Attention Networks—0
Hierarchical Chinese Legal event extraction via Pedal Attention Mechanism—0
Fact vs. Opinion: the Role of Argumentation Features in News Classification—0
Extracting Fine-Grained Economic Events from Business News—0
Biomedical Event Extraction as Multi-turn Question AnsweringCode0
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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