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 401–425 of 446 papers

TitleStatusHype
Event Extraction as Machine Reading Comprehension—0
Event Extraction as Multi-turn Question Answering—0
Event Extraction: A Survey—0
Event extraction based on open information extraction and ontology—0
Event Extraction by Associating Event Types and Argument Roles—0
Event Extraction for Balkan Languages—0
Event Extraction for Portuguese: A QA-driven Approach using ACE-2005—0
Event Extraction from Historical Texts: A New Dataset for Black Rebellions—0
Event extraction from Twitter using Non-Parametric Bayesian Mixture Model with Word Embeddings—0
Event Extraction from Unstructured Amharic Text—0
Event Extraction in Basque: Typologically motivated Cross-Lingual Transfer-Learning Analysis—0
Event Extraction in pieces:Tackling the partial event identification problem on unseen corpora—0
Event Extraction in Video Transcripts—0
Event Extraction Using Distant Supervision—0
Event Extraction via Dynamic Multi-Pooling Convolutional Neural Networks—0
Event Extraction with Generative Adversarial Imitation Learning—0
Event Presence Prediction Helps Trigger Detection Across Languages—0
Event Prominence Extraction Combining a Knowledge-Based Syntactic Parser and a BERT Classifier for Dutch—0
EVEX in ST'13: Application of a large-scale text mining resource to event extraction and network construction—0
EXCEEDS: Extracting Complex Events as Connecting the Dots to Graphs in Scientific Domain—0
Explicit, Implicit, and Scattered: Revisiting Event Extraction to Capture Complex Arguments—0
Exploiting Coreference and Schema Structure for Document-level Event Extraction—0
Exploiting Parallel News Streams for Unsupervised Event Extraction—0
Exploring Interpretability in Event Extraction: Multitask Learning of a Neural Event Classifier and an Explanation Decoder—0
Exploring Pre-trained Language Models for Event Extraction and Generation—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