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 151–200 of 446 papers

TitleStatusHype
DocEE: A Large-Scale Dataset for Document-level Event Extraction—0
Boosting Event Extraction with Denoised Structure-to-Text Augmentation—0
DocEE: A Large-Scale and Fine-grained Benchmark for Document-level Event Extraction—0
DICE: Data-Efficient Clinical Event Extraction with Generative Models—0
Biomolecular Event Extraction using a Stacked Generalization based Classifier—0
A Hybrid approach for biomedical event extraction—0
Diamonds in the Rough: Event Extraction from Imperfect Microblog Data—0
DGMED: A Novel Document-Level Graph Convolution Network for Multi-Event Detection—0
A Structure-aware Generative Model for Biomedical 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
A Platform for Event Extraction in Hindi—0
DemoSG: Demonstration-enhanced Schema-guided Generation for Low-resource Event Extraction—0
DEGREE: A Data-Efficient Generation-Based Event Extraction Model—0
A Survey on Deep Learning Event Extraction: Approaches and Applications—0
Biomedical Event Extraction Using Convolutional Neural Networks and Dependency Parsing—0
An overview of event extraction and its applications—0
A fast rule-based approach for biomedical event extraction—0
Biomedical Event Extraction by Multi-class Classification of Pairs of Text Entities—0
Decompose, Enrich, and Extract! Schema-aware Event Extraction using LLMs—0
Debate as Optimization: Adaptive Conformal Prediction and Diverse Retrieval for Event Extraction—0
Biomedical Event Extraction based on Knowledge-driven Tree-LSTM—0
A Novel Joint Framework for Multiple Chinese Events Extraction—0
Crude Oil-related Events Extraction and Processing: A Transfer Learning Approach—0
Cross-Supervised Joint-Event-Extraction with Heterogeneous Information Networks—0
Biomedical Event Extraction as Sequence Labeling—0
Advancing Chinese biomedical text mining with community challenges—0
Cross-media Structured Common Space for Multimedia Event Extraction—0
Cross-media Event Extraction and Recommendation—0
Crosslingual Transfer Learning for Relation and Event Extraction via Word Category and Class Alignments—0
Cross-lingual Structure Transfer for Zero-resource Event Extraction—0
Bilingual Event Extraction: a Case Study on Trigger Type Determination—0
Annotating Social Determinants of Health Using Active Learning, and Characterizing Determinants Using Neural Event Extraction—0
Cross-lingual Structure Transfer for Relation and Event Extraction—0
Exploiting Parallel News Streams for Unsupervised Event Extraction—0
Cross-genre Event Extraction with Knowledge Enrichment—0
Explicit, Implicit, and Scattered: Revisiting Event Extraction to Capture Complex Arguments—0
EXCEEDS: Extracting Complex Events as Connecting the Dots to Graphs in Scientific Domain—0
EVEX in ST'13: Application of a large-scale text mining resource to event extraction and network construction—0
Cross-Domain Evaluation of Edge Detection for Biomedical Event Extraction—0
Big Green at WNUT 2020 Shared Task-1: Relation Extraction as Contextualized Sequence Classification—0
A Domain-independent Rule-based Framework for Event Extraction—0
Adapting the PULS event extraction framework to analyze Russian text—0
Exploiting Coreference and Schema Structure for Document-level Event Extraction—0
Active Learning for Event Extraction with Memory-based Loss Prediction Model—0
Crime event localization and deduplication—0
Exploring Interpretability in Event Extraction: Multitask Learning of a Neural Event Classifier and an Explanation Decoder—0
Exploring Pre-trained Language Models for Event Extraction and Generation—0
Exploring Sentence Community for Document-Level Event Extraction—0
Event Prominence Extraction Combining a Knowledge-Based Syntactic Parser and a BERT Classifier for Dutch—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