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 in pieces:Tackling the partial event identification problem on unseen corpora—0
Using word embedding for bio-event extraction—0
A Domain-independent Rule-based Framework for Event Extraction—0
Robust Subgraph Generation Improves Abstract Meaning Representation Parsing—0
Event Extraction as Frame-Semantic Parsing—0
UTU: Adapting Biomedical Event Extraction System to Disorder Attribute Detection—0
Chinese Event Coreference Resolution: An Unsupervised Probabilistic Model Rivaling Supervised Resolvers—0
Diamonds in the Rough: Event Extraction from Imperfect Microblog Data—0
Grounded Semantic Parsing for Complex Knowledge Extraction—0
Visualization of Clandestine Labs from Seizure Reports: Thematic Mapping and Data Mining Research Directions—0
Exploiting Parallel News Streams for Unsupervised Event Extraction—0
Unsupervised Biographical Event Extraction Using Wikipedia Traffic—0
Relieving the Computational Bottleneck: Joint Inference for Event Extraction with High-Dimensional Features—0
Major Life Event Extraction from Twitter based on Congratulations/Condolences Speech Acts—0
Comparable Study of Event Extraction in Newswire and Biomedical Domains—0
Employing Event Inference to Improve Semi-Supervised Chinese Event Extraction—0
Bilingual Event Extraction: a Case Study on Trigger Type Determination—0
A Simple Bayesian Modelling Approach to Event Extraction from Twitter—0
Event Extraction Using Distant Supervision—0
A Large Scale Database of Strongly-related Events in Japanese—0
Computational Narratology: Extracting Tense Clusters from Narrative Texts—0
Fast Recursive Multi-class Classification of Pairs of Text Entities for Biomedical Event Extraction—0
Event Extraction for Balkan Languages—0
Semi-automatic Acquisition of Lexical Resources and Grammars for Event Extraction in Bulgarian and Czech—0
Joint Event Extraction via Structured Prediction with Global Features—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