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 201–225 of 446 papers

TitleStatusHype
An overview of event extraction and its applications—0
Effective Use of Graph Convolution Network and Contextual Sub-Tree for Commodity News Event ExtractionCode1
Crosslingual Transfer Learning for Relation and Event Extraction via Word Category and Class Alignments—0
Exploring Sentence Community for Document-Level Event Extraction—0
Query and Extract: Refining Event Extraction as Type-oriented Binary Decoding—0
Generating Disentangled Arguments with Prompts: A Simple Event Extraction Framework that WorksCode1
Effective Use of Graph Convolution Network and Contextual Sub-Tree forCommodity News Event ExtractionCode1
Joint Multimedia Event Extraction from Video and Article—0
Language Model Priming for Cross-Lingual Event Extraction—0
Modality and Negation in Event ExtractionCode0
DocEE: A Large-Scale Dataset for Document-level Event Extraction—0
Everything Is All It Takes: A Multipronged Strategy for Zero-Shot Cross-Lingual Information ExtractionCode1
PoKE: A Prompt-based Knowledge Eliciting Approach for Event Argument Extraction—0
Corpus-based Open-Domain Event Type InductionCode1
Knowledge Graph Enhanced Event Extraction in Financial Documents—0
Event Prominence Extraction Combining a Knowledge-Based Syntactic Parser and a BERT Classifier for Dutch—0
Multilingual Epidemic Event Extraction : From Simple Classification Methods to Open Information Extraction (OIE) and Ontology—0
DEGREE: A Data-Efficient Generation-Based Event Extraction ModelCode1
Event Extraction by Associating Event Types and Argument Roles—0
An Effective System for Multi-format Information ExtractionCode1
Multilingual Protest News Detection - Shared Task 1, CASE 2021—0
SU-NLP at CASE 2021 Task 1: Protest News Detection for English—0
PROTEST-ER: Retraining BERT for Protest Event Extraction—0
Keynote Abstract: Events on a Global Scale: Towards Language-Agnostic Event Extraction—0
Keynote Abstract: Machine Learning in Conflict Studies: Reflections on Ethics, Collaboration, and Ongoing Challenges—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