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 301–325 of 446 papers

TitleStatusHype
Guidelines and a Corpus for Extracting Biographical Events—0
Hierarchical Chinese Legal event extraction via Pedal Attention Mechanism—0
Hierarchical Multi-label Classification for Fine-level Event Extraction from Aviation Accident Reports—0
HighIE: High-Order Inference for Entity Recognition, Relation Extraction, and Event Extraction—0
HLTRI at W-NUT 2020 Shared Task-3: COVID-19 Event Extraction from Twitter Using Multi-Task Hopfield Pooling—0
How Does Context Matter? On the Robustness of Event Detection with Context-Selective Mask Generalization—0
Hybrid Semantic Type Representation for Zero-Shot Event Extraction—0
Identification of Manner in Bio-Events—0
Identifying civilians killed by police with distantly supervised entity-event extraction—0
imec-ETRO-VUB at W-NUT 2020 Shared Task-3: A multilabel BERT-based system for predicting COVID-19 events—0
Improve Event Extraction via Self-Training with Gradient Guidance—0
Improving Entity Recognition Using Ensembles of Deep Learning and Fine-tuned Large Language Models: A Case Study on Adverse Event Extraction from Multiple Sources—0
Improving Event Definition Following For Zero-Shot Event Detection—0
Improving Feature-Based Biomedical Event Extraction System by Integrating Argument Information—0
Improving Zero-Shot Event Extraction via Sentence Simplification—0
Incremental Global Event Extraction—0
Inducing Event Types and Roles in Reverse: Using Function to Discover Theme—0
Information Space Dashboard—0
Instruction-Tuning LLMs for Event Extraction with Annotation Guidelines—0
ISO-TimeML Event Extraction in Persian Text—0
Iteratively Improving Biomedical Entity Linking and Event Extraction via Hard Expectation-Maximization—0
基于BERT的端到端中文篇章事件抽取(A BERT-based End-to-End Model for Chinese Document-level Event Extraction)—0
基于框架语义映射和类型感知的篇章事件抽取(Document-Level Event Extraction Based on Frame Semantic Mapping and Type Awareness)—0
Joint Event and Temporal Relation Extraction with Shared Representations and Structured Prediction—0
Joint Event Extraction along Shortest Dependency Paths using Graph Convolutional Networks—0
Show:102550
← PrevPage 13 of 18Next →
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