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 51–100 of 446 papers

TitleStatusHype
Event Extraction as Question Generation and AnsweringCode1
Effective Use of Graph Convolution Network and Contextual Sub-Tree forCommodity News Event ExtractionCode1
DocEE: A Large-Scale and Fine-grained Benchmark for Document-level Event ExtractionCode1
COVID-19 event extraction from Twitter via extractive question answering with continuous promptsCode1
Biomedical Event Extraction with Hierarchical Knowledge GraphsCode1
Reinforcement Learning-based Dialogue Guided Event Extraction to Exploit Argument RelationsCode1
Document-level Event Extraction via Heterogeneous Graph-based Interaction Model with a TrackerCode1
MLBiNet: A Cross-Sentence Collective Event Detection NetworkCode1
TextEE: Benchmark, Reevaluation, Reflections, and Future Challenges in Event ExtractionCode1
Effective Use of Graph Convolution Network and Contextual Sub-Tree for Commodity News Event ExtractionCode1
Event Extraction by Answering (Almost) Natural QuestionsCode1
DeepEventMine: end-to-end neural nested event extraction from biomedical textsCode1
GLEN: General-Purpose Event Detection for Thousands of TypesCode1
Document-Level Event Argument Extraction by Conditional GenerationCode1
Document-level Event Extraction via Parallel Prediction NetworksCode1
Document-Level Event Role Filler Extraction using Multi-Granularity Contextualized EncodingCode1
Efficient Document-level Event Extraction via Pseudo-Trigger-aware Pruned Complete GraphCode1
CasEE: A Joint Learning Framework with Cascade Decoding for Overlapping Event ExtractionCode1
Enhancing Document-level Event Argument Extraction with Contextual Clues and Role RelevanceCode1
Entity, Relation, and Event Extraction with Contextualized Span RepresentationsCode1
EventGraph: Event Extraction as Semantic Graph ParsingCode1
CLEVE: Contrastive Pre-training for Event ExtractionCode1
Text2Event: Controllable Sequence-to-Structure Generation for End-to-end Event ExtractionCode1
CLIP-Event: Connecting Text and Images with Event StructuresCode1
CMNEE: A Large-Scale Document-Level Event Extraction Dataset based on Open-Source Chinese Military NewsCode1
Boosting Event Extraction with Denoised Structure-to-Text Augmentation—0
A Hybrid approach for biomedical event extraction—0
DGMED: A Novel Document-Level Graph Convolution Network for Multi-Event Detection—0
Biomolecular Event Extraction using a Stacked Generalization based Classifier—0
Active Learning for Event Extraction with Memory-based Loss Prediction Model—0
Diamonds in the Rough: Event Extraction from Imperfect Microblog Data—0
A Structure-aware Generative Model for Biomedical Event Extraction—0
Biomedical Event Extraction using Abstract Meaning Representation—0
A Platform for Event Extraction in Hindi—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
DICE: Data-Efficient Clinical Event Extraction with Generative Models—0
Biomedical Event Extraction by Multi-class Classification of Pairs of Text Entities—0
Biomedical Event Extraction based on Knowledge-driven Tree-LSTM—0
A Novel Joint Framework for Multiple Chinese Events Extraction—0
Biomedical Event Extraction as Sequence Labeling—0
Advancing Chinese biomedical text mining with community challenges—0
DEGREE: A Data-Efficient Generation-Based Event Extraction Model—0
DemoSG: Demonstration-enhanced Schema-guided Generation for Low-resource Event Extraction—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
Cross-genre Event Extraction with Knowledge Enrichment—0
Show:102550
← PrevPage 2 of 9Next →
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