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
Exploiting Data Characteristics for Document-level Event ExtractionCode0
Efficient Dependency-Guided Named Entity RecognitionCode0
Effective Hierarchical Information Threading Using Network Community DetectionCode0
Event-Keyed SummarizationCode0
Geolocating Political Events in TextCode0
Saliency as Evidence: Event Detection with Trigger Saliency AttributionCode0
Giveme5W1H: A Universal System for Extracting Main Events from News ArticlesCode0
Event Grounded Criminal Court View Generation with Cooperative (Large) Language ModelsCode0
Global Constraints with Prompting for Zero-Shot Event Argument ClassificationCode0
BKEE: Pioneering Event Extraction in the Vietnamese LanguageCode0
EventGraph at CASE 2021 Task 1: A General Graph-based Approach to Protest Event ExtractionCode0
Probing Representations for Document-level Event ExtractionCode0
MC-DRE: Multi-Aspect Cross Integration for Drug Event/Entity ExtractionCode0
Adaptive Ordered Information Extraction with Deep Reinforcement LearningCode0
AD3: Attentive Deep Document DaterCode0
Meta-Learning with Dynamic-Memory-Based Prototypical Network for Few-Shot Event DetectionCode0
Harvesting Events from Multiple Sources: Towards a Cross-Document Event Extraction ParadigmCode0
Biomedical Event Trigger Identification Using Bidirectional Recurrent Neural Network Based ModelsCode0
EDeR: A Dataset for Exploring Dependency Relations Between EventsCode0
Biomedical Event Extraction as Multi-turn Question AnsweringCode0
Modality and Negation in Event ExtractionCode0
HMEAE: Hierarchical Modular Event Argument ExtractionCode0
MOKA: Moral Knowledge Augmentation for Moral Event ExtractionCode0
SeeDev Binary Event Extraction using SVMs and a Rich Feature SetCode0
Weak Reward Model Transforms Generative Models into Robust Causal Event Extraction SystemsCode0
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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