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 26–50 of 446 papers

TitleStatusHype
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
Harvesting Events from Multiple Sources: Towards a Cross-Document Event Extraction ParadigmCode0
EXCEEDS: Extracting Complex Events as Connecting the Dots to Graphs in Scientific Domain—0
MMUTF: Multimodal Multimedia Event Argument Extraction with Unified Template Filling—0
Debate as Optimization: Adaptive Conformal Prediction and Diverse Retrieval for Event Extraction—0
A Survey of Video Datasets for Grounded Event UnderstandingCode0
Decompose, Enrich, and Extract! Schema-aware Event Extraction using LLMs—0
MultiADE: A Multi-domain Benchmark for Adverse Drug Event Extraction—0
5W1H Extraction With Large Language Models—0
Towards Better Question Generation in QA-based Event ExtractionCode1
Targeted Augmentation for Low-Resource Event Extraction—0
From Internet of Things Data to Business Processes: Challenges and a Framework—0
Denoising of Geodetic Time Series Using Spatiotemporal Graph Neural Networks: Application to Slow Slip Event Extraction—0
Beyond Single-Event Extraction: Towards Efficient Document-Level Multi-Event Argument ExtractionCode1
BKEE: Pioneering Event Extraction in the Vietnamese LanguageCode0
Sample Design Engineering: An Empirical Study of What Makes Good Downstream Fine-Tuning Samples for LLMsCode5
CMNEE: A Large-Scale Document-Level Event Extraction Dataset based on Open-Source Chinese Military NewsCode1
Event Grounded Criminal Court View Generation with Cooperative (Large) Language ModelsCode0
Event Extraction in Basque: Typologically motivated Cross-Lingual Transfer-Learning Analysis—0
EFSA: Towards Event-Level Financial Sentiment AnalysisCode0
Evaluating Generative Language Models in Information Extraction as Subjective Question CorrectionCode0
Hierarchical Multi-label Classification for Fine-level Event Extraction from Aviation Accident Reports—0
Prompt-based Graph Model for Joint Liberal Event Extraction and Event Schema Induction—0
Pipelined Biomedical Event Extraction Rivaling Joint Learning—0
Advancing Chinese biomedical text mining with community challenges—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