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
Identifying chronological and coherent information threads using 5W1H questions and temporal relationshipsCode0
Multi-Attribute Relation Extraction (MARE) -- Simplifying the Application of Relation ExtractionCode0
Whats New? Identifying the Unfolding of New Events in NarrativesCode0
AMU-EURANOVA at CASE 2021 Task 1: Assessing the stability of multilingual BERTCode0
Improving Adverse Drug Event Extraction with SpanBERT on Different Text TypologiesCode0
Continual Event Extraction with Semantic Confusion RectificationCode0
Towards Event Extraction from Speech with Contextual CluesCode0
Multilingual Event Extraction from Historical Newspaper AdvertsCode0
Wikipedia graph mining: dynamic structure of collective memoryCode0
A Survey of Video Datasets for Grounded Event UnderstandingCode0
Text Annotation Graphs: Annotating Complex Natural Language PhenomenaCode0
Sentiment Predictability for StocksCode0
Nested Event Extraction upon Pivot Element RecognitonCode0
Evaluating Generative Language Models in Information Extraction as Subjective Question CorrectionCode0
BEEDS: Large-Scale Biomedical Event Extraction using Distant Supervision and Question AnsweringCode0
Neural Gibbs Sampling for Joint Event Argument ExtractionCode0
Context awareness and embedding for biomedical event extractionCode0
SEx BiST: A Multi-Source Trainable Parser with Deep Contextualized Lexical RepresentationsCode0
EnrichEvent: Enriching Social Data with Contextual Information for Emerging Event ExtractionCode0
Reporting the Unreported: Event Extraction for Analyzing the Local Representation of Hate CrimesCode0
Are Triggers Needed for Document-Level Event Extraction?Code0
Joint Event Extraction via Recurrent Neural NetworksCode0
Description of the Odin Event Extraction Framework and Rule LanguageCode0
CollabKG: A Learnable Human-Machine-Cooperative Information Extraction Toolkit for (Event) Knowledge Graph ConstructionCode0
COFFEE: A Contrastive Oracle-Free Framework for Event ExtractionCode0
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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