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
DGMED: A Novel Document-Level Graph Convolution Network for Multi-Event Detection—0
Diamonds in the Rough: Event Extraction from Imperfect Microblog Data—0
DICE: Data-Efficient Clinical Event Extraction with Generative Models—0
DocEE: A Large-Scale and Fine-grained Benchmark for Document-level Event Extraction—0
DocEE: A Large-Scale Dataset for Document-level Event Extraction—0
Document-Level Event Argument Extraction via Optimal Transport—0
Document-Level Event Extraction via Human-Like Reading Process—0
Document-Level Event Extraction with Definition-Driven ICL—0
Document-Level Multi-Event Extraction with Event Proxy Nodes and Hausdorff Distance Minimization—0
Dynamic Prefix-Tuning for Generative Template-based Event Extraction—0
E2MoCase: A Dataset for Emotional, Event and Moral Observations in News Articles on High-impact Legal Cases—0
ECNU_ICA at SemEval-2022 Task 10: A Simple and Unified Model for Monolingual and Crosslingual Structured Sentiment Analysis—0
Document-level Event Extraction with Efficient End-to-end Learning of Cross-event Dependencies—0
Egocentric Activity Prediction via Event Modulated Attention—0
PoKE: A Prompt-based Knowledge Eliciting Approach for Event Argument Extraction—0
Employing Compositional Semantics and Discourse Consistency in Chinese Event Extraction—0
Employing Event Inference to Improve Semi-Supervised Chinese Event Extraction—0
Employing Morphological Structures and Sememes for Chinese Event Extraction—0
Enabling Low-Resource Transfer Learning across COVID-19 Corpora by Combining Event-Extraction and Co-Training—0
End-to-end Clinical Event Extraction from Chinese Electronic Health Record—0
English Event Detection With Translated Language Features—0
Enhancing Event Extraction from Short Stories through Contextualized Prompts—0
Event Arguments Extraction via Dilate Gated Convolutional Neural Network with Enhanced Local Features—0
Event-Driven Learning of Systematic Behaviours in Stock Markets—0
Event Extraction as Frame-Semantic Parsing—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