SOTAVerified

Event Extraction

Determine the extent of the events in a text.

Other names: Event Tagging; Event Identification

Papers

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Showing 101–150 of 446 papers

TitleStatusHype
EXCEEDS: Extracting Complex Events as Connecting the Dots to Graphs in Scientific Domain—0
Debate as Optimization: Adaptive Conformal Prediction and Diverse Retrieval for Event Extraction—0
MMUTF: Multimodal Multimedia Event Argument Extraction with Unified Template Filling—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
From Internet of Things Data to Business Processes: Challenges and a Framework—0
Targeted Augmentation for Low-Resource Event Extraction—0
Denoising of Geodetic Time Series Using Spatiotemporal Graph Neural Networks: Application to Slow Slip Event Extraction—0
BKEE: Pioneering Event Extraction in the Vietnamese LanguageCode0
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
Pipelined Biomedical Event Extraction Rivaling Joint Learning—0
Prompt-based Graph Model for Joint Liberal Event Extraction and Event Schema Induction—0
Advancing Chinese biomedical text mining with community challenges—0
Improving Event Definition Following For Zero-Shot Event Detection—0
Leveraging ChatGPT in Pharmacovigilance Event Extraction: An Empirical StudyCode0
Event-Keyed SummarizationCode0
Towards Event Extraction from Speech with Contextual CluesCode0
Flood Event Extraction from News Media to Support Satellite-Based Flood Insurance—0
Beyond Isolation: Multi-Agent Synergy for Improving Knowledge Graph Construction—0
Challenges and Applications of Automated Extraction of Socio-political Events from Text (CASE 2023): Workshop and Shared Task Report—0
MOKA: Moral Knowledge Augmentation for Moral Event ExtractionCode0
GIELLM: Japanese General Information Extraction Large Language Model Utilizing Mutual Reinforcement Effect—0
Continual Event Extraction with Semantic Confusion RectificationCode0
Probing Representations for Document-level Event ExtractionCode0
DemoSG: Demonstration-enhanced Schema-guided Generation for Low-resource Event Extraction—0
Type-aware Decoding via Explicitly Aggregating Event Information for Document-level Event Extraction—0
Guideline Learning for In-context Information Extraction—0
Nested Event Extraction upon Pivot Element RecognitonCode0
MC-DRE: Multi-Aspect Cross Integration for Drug Event/Entity ExtractionCode0
An APT Event Extraction Method Based on BERT-BiGRU-CRF for APT Attack Detection—0
EnrichEvent: Enriching Social Data with Contextual Information for Emerging Event ExtractionCode0
CollabKG: A Learnable Human-Machine-Cooperative Information Extraction Toolkit for (Event) Knowledge Graph ConstructionCode0
Token-Event-Role Structure-based Multi-Channel Document-Level Event Extraction—0
JSEEGraph: Joint Structured Event Extraction as Graph ParsingCode0
Adaptive Ordered Information Extraction with Deep Reinforcement LearningCode0
Pushing the Limits of ChatGPT on NLP Tasks—0
Training Multimedia Event Extraction With Generated Images and Captions—0
Building blocks for complex tasks: Robust generative event extraction for radiology reports under domain shifts—0
Joint Event Extraction via Structural Semantic Matching—0
Document-Level Multi-Event Extraction with Event Proxy Nodes and Hausdorff Distance Minimization—0
STAR: Boosting Low-Resource Information Extraction by Structure-to-Text Data Generation with Large Language Models—0
Iteratively Improving Biomedical Entity Linking and Event Extraction via Hard Expectation-Maximization—0
A Monte Carlo Language Model Pipeline for Zero-Shot Sociopolitical Event Extraction—0
BAND: Biomedical Alert News DatasetCode0
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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