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 101–125 of 446 papers

TitleStatusHype
Annotating Social Determinants of Health Using Active Learning, and Characterizing Determinants Using Neural Event Extraction—0
Cross-media Structured Common Space for Multimedia Event Extraction—0
Cross-lingual Structure Transfer for Relation and Event Extraction—0
Cross-genre Event Extraction with Knowledge Enrichment—0
Big Green at WNUT 2020 Shared Task-1: Relation Extraction as Contextualized Sequence Classification—0
Biomedical Event Extraction as Sequence Labeling—0
Debate as Optimization: Adaptive Conformal Prediction and Diverse Retrieval for Event Extraction—0
Decompose, Enrich, and Extract! Schema-aware Event Extraction using LLMs—0
Cross-Domain Evaluation of Edge Detection for Biomedical Event Extraction—0
Biomedical Event Extraction by Multi-class Classification of Pairs of Text Entities—0
A Domain-independent Rule-based Framework for Event Extraction—0
Adapting the PULS event extraction framework to analyze Russian text—0
DEGREE: A Data-Efficient Generation-Based Event Extraction Model—0
DemoSG: Demonstration-enhanced Schema-guided Generation for Low-resource Event Extraction—0
Denoising of Geodetic Time Series Using Spatiotemporal Graph Neural Networks: Application to Slow Slip Event Extraction—0
Biomedical Event Extraction using Abstract Meaning Representation—0
DGMED: A Novel Document-Level Graph Convolution Network for Multi-Event Detection—0
Diamonds in the Rough: Event Extraction from Imperfect Microblog Data—0
ECNU_ICA at SemEval-2022 Task 10: A Simple and Unified Model for Monolingual and Crosslingual Structured Sentiment Analysis—0
Egocentric Activity Prediction via Event Modulated Attention—0
DocEE: A Large-Scale and Fine-grained Benchmark for Document-level Event Extraction—0
Enabling Low-Resource Transfer Learning across COVID-19 Corpora by Combining Event-Extraction and Co-Training—0
DocEE: A Large-Scale Dataset for Document-level Event Extraction—0
Crime event localization and deduplication—0
Beyond Pixels: Leveraging the Language of Soccer to Improve Spatio-Temporal Action Detection in Broadcast Videos—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