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 426–446 of 446 papers

TitleStatusHype
Exploring Sentence Community for Document-Level Event Extraction—0
Exploring the Feasibility of ChatGPT for Event Extraction—0
Extended Multilingual Protest News Detection -- Shared Task 1, CASE 2021 and 2022—0
Extracting COVID-19 Diagnoses and Symptoms From Clinical Text: A New Annotated Corpus and Neural Event Extraction Framework—0
Extracting Fine-Grained Economic Events from Business News—0
Facebook 活動事件擷取系統(Facebook Activity Event Extraction System)[In Chinese]—0
Fact vs. Opinion: the Role of Argumentation Features in News Classification—0
Fast Recursive Multi-class Classification of Pairs of Text Entities for Biomedical Event Extraction—0
Financial Event Extraction Using Wikipedia-Based Weak Supervision—0
Fine-grained Information Extraction from Biomedical Literature based on Knowledge-enriched Abstract Meaning Representation—0
Flood Event Extraction from News Media to Support Satellite-Based Flood Insurance—0
Forecasting Crude Oil Price Using Event Extraction—0
Frequency of Interest-based Noise Attenuation Method to Improve Anomaly Detection Performance—0
From Internet of Things Data to Business Processes: Challenges and a Framework—0
GaitVibe+: Enhancing Structural Vibration-based Footstep Localization Using Temporary Cameras for In-home Gait Analysis—0
GauSE: Gaussian Enhanced Self-Attention for Event Extraction—0
Generalizing through Forgetting -- Domain Generalization for Symptom Event Extraction in Clinical Notes—0
GIELLM: Japanese General Information Extraction Large Language Model Utilizing Mutual Reinforcement Effect—0
Global Locality in Biomedical Relation and Event Extraction—0
Gradient Imitation Reinforcement Learning for General Low-Resource Information Extraction—0
Graph-based Event Extraction from Twitter—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