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 401–446 of 446 papers

TitleStatusHype
Complex Event Extraction using DRUM—0
A Domain-independent Rule-based Framework for Event Extraction—0
Event Extraction via Dynamic Multi-Pooling Convolutional Neural Networks—0
Robust Subgraph Generation Improves Abstract Meaning Representation Parsing—0
UTU: Adapting Biomedical Event Extraction System to Disorder Attribute Detection—0
Event Extraction as Frame-Semantic Parsing—0
Grounded Semantic Parsing for Complex Knowledge Extraction—0
Diamonds in the Rough: Event Extraction from Imperfect Microblog Data—0
Chinese Event Coreference Resolution: An Unsupervised Probabilistic Model Rivaling Supervised Resolvers—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
Major Life Event Extraction from Twitter based on Congratulations/Condolences Speech Acts—0
Relieving the Computational Bottleneck: Joint Inference for Event Extraction with High-Dimensional Features—0
Comparable Study of Event Extraction in Newswire and Biomedical Domains—0
Employing Event Inference to Improve Semi-Supervised Chinese Event Extraction—0
A Simple Bayesian Modelling Approach to Event Extraction from Twitter—0
Bilingual Event Extraction: a Case Study on Trigger Type Determination—0
Computational Narratology: Extracting Tense Clusters from Narrative Texts—0
A Large Scale Database of Strongly-related Events in Japanese—0
Event Extraction Using Distant Supervision—0
Event Extraction for Balkan Languages—0
Fast Recursive Multi-class Classification of Pairs of Text Entities for Biomedical Event Extraction—0
Adapting the PULS event extraction framework to analyze Russian text—0
Semi-automatic Acquisition of Lexical Resources and Grammars for Event Extraction in Bulgarian and Czech—0
Biomedical Event Extraction by Multi-class Classification of Pairs of Text Entities—0
The Genia Event Extraction Shared Task, 2013 Edition - Overview—0
A fast rule-based approach for biomedical event extraction—0
Improving Feature-Based Biomedical Event Extraction System by Integrating Argument Information—0
A Hybrid approach for biomedical event extraction—0
EVEX in ST'13: Application of a large-scale text mining resource to event extraction and network construction—0
Joint Event Extraction via Structured Prediction with Global Features—0
SemEval-2013 Task 1: TempEval-3: Evaluating Time Expressions, Events, and Temporal Relations—0
ISO-TimeML Event Extraction in Persian Text—0
Employing Morphological Structures and Sememes for Chinese Event Extraction—0
Joint Modeling of Trigger Identification and Event Type Determination in Chinese Event Extraction—0
Joint Modeling for Chinese Event Extraction with Rich Linguistic Features—0
Employing Compositional Semantics and Discourse Consistency in Chinese Event Extraction—0
Automatic Event Extraction with Structured Preference Modeling—0
New Resources and Perspectives for Biomedical Event Extraction—0
PubMed-Scale Event Extraction for Post-Translational Modifications, Epigenetics and Protein Structural Relations—0
Multi-Event Extraction Guided by Global Constraints—0
Identification of Manner in Bio-Events—0
Bootstrapped Training of Event Extraction Classifiers—0
SemEval-2010 Task 13: TempEval-2—0
Overview of BioNLP’09 Shared Task on Event 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