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 201–225 of 446 papers

TitleStatusHype
Monitoring Energy Trends through Automatic Information Extraction—0
MultiADE: A Multi-domain Benchmark for Adverse Drug Event Extraction—0
Multi-Event Extraction Guided by Global Constraints—0
Multi-layer Sequence Labeling-based Joint Biomedical Event Extraction—0
Multilingual Entity, Relation, Event and Human Value Extraction—0
Multilingual Epidemic Event Extraction : From Simple Classification Methods to Open Information Extraction (OIE) and Ontology—0
Multi-linguality helps: Event-Argument Extraction for Disaster Domain in Cross-lingual and Multi-lingual setting—0
Multilingual Protest News Detection - Shared Task 1, CASE 2021—0
Multitask Models for Supervised Protests Detection in Texts—0
Natural Language Processing for Policymaking—0
Neural Event Extraction from Movies Description—0
Neural News Recommendation with Event Extraction—0
New Resources and Perspectives for Biomedical Event Extraction—0
NoEl: An Annotated Corpus for Noun Ellipsis in English—0
Noise Reduction and Driving Event Extraction Method for Performance Improvement on Driving Noise-based Surface Anomaly Detection—0
One for All: Neural Joint Modeling of Entities and Events—0
On the Creation of a Security-Related Event Corpus—0
Ontology-enhanced Prompt-tuning for Few-shot Learning—0
Open Event Extraction from Online Text using a Generative Adversarial Network—0
Overview of BioNLP’09 Shared Task on Event Extraction—0
P4E: Few-Shot Event Detection as Prompt-Guided Identification and Localization—0
Pipelined Biomedical Event Extraction Rivaling Joint Learning—0
Political Events using RAG with LLMs—0
Posterior calibration and exploratory analysis for natural language processing models—0
Probing and Fine-tuning Reading Comprehension Models for Few-shot Event Extraction—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