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 276–300 of 446 papers

TitleStatusHype
Two Layers of Annotation for Representing Event Mentions in News Stories—0
Type-aware Decoding via Explicitly Aggregating Event Information for Document-level Event Extraction—0
UniEX: An Effective and Efficient Framework for Unified Information Extraction via a Span-extractive Perspective—0
Unsupervised Biographical Event Extraction Using Wikipedia Traffic—0
Unsupervised Label-aware Event Trigger and Argument Classification—0
Using word embedding for bio-event extraction—0
Utilizing coarse-grained data in low-data settings for event extraction—0
UTU: Adapting Biomedical Event Extraction System to Disorder Attribute Detection—0
Variational Deep Logic Network for Joint Inference of Entities and Relations—0
Verb Knowledge Injection for Multilingual Event Processing—0
Video Event Extraction via Tracking Visual States of Arguments—0
Visualization of Clandestine Labs from Seizure Reports: Thematic Mapping and Data Mining Research Directions—0
Visualization Techniques to Enhance Automated Event Extraction—0
Writing Style Aware Document-level Event Extraction—0
YNU-junyi in BioNLP-OST 2019: Using CNN-LSTM Model with Embeddings for SeeDev Binary Event Extraction—0
Zero-shot Event Extraction via Transfer Learning: Challenges and Insights—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
Grounded Semantic Parsing for Complex Knowledge Extraction—0
Guideline Learning for In-context Information 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