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 351–400 of 446 papers

TitleStatusHype
MultiADE: A Multi-domain Benchmark for Adverse Drug Event Extraction—0
Multi-Event Extraction Guided by Global Constraints—0
Multi-layer Sequence Labeling-based Joint Biomedical Event Extraction—0
Multilingual Entity, Relation, Event and Human Value Extraction—0
Multilingual Epidemic Event Extraction : From Simple Classification Methods to Open Information Extraction (OIE) and Ontology—0
Multi-linguality helps: Event-Argument Extraction for Disaster Domain in Cross-lingual and Multi-lingual setting—0
Multilingual Protest News Detection - Shared Task 1, CASE 2021—0
Multitask Models for Supervised Protests Detection in Texts—0
Natural Language Processing for Policymaking—0
Neural Event Extraction from Movies Description—0
Neural News Recommendation with Event Extraction—0
New Resources and Perspectives for Biomedical Event Extraction—0
NoEl: An Annotated Corpus for Noun Ellipsis in English—0
Noise Reduction and Driving Event Extraction Method for Performance Improvement on Driving Noise-based Surface Anomaly Detection—0
One for All: Neural Joint Modeling of Entities and Events—0
On the Creation of a Security-Related Event Corpus—0
Ontology-enhanced Prompt-tuning for Few-shot Learning—0
Open Event Extraction from Online Text using a Generative Adversarial Network—0
5W1H Extraction With Large Language Models—0
P4E: Few-Shot Event Detection as Prompt-Guided Identification and Localization—0
Pipelined Biomedical Event Extraction Rivaling Joint Learning—0
Political Events using RAG with LLMs—0
Extracting Space Situational Awareness Events from News TextCode0
External Evaluation of Event Extraction Classifiers for Automatic Pathway Curation: An extended study of the mTOR pathwayCode0
BAND: Biomedical Alert News DatasetCode0
Exploiting Data Characteristics for Document-level Event ExtractionCode0
Efficient Dependency-Guided Named Entity RecognitionCode0
Effective Hierarchical Information Threading Using Network Community DetectionCode0
Event-Keyed SummarizationCode0
Geolocating Political Events in TextCode0
Saliency as Evidence: Event Detection with Trigger Saliency AttributionCode0
Giveme5W1H: A Universal System for Extracting Main Events from News ArticlesCode0
Event Grounded Criminal Court View Generation with Cooperative (Large) Language ModelsCode0
Global Constraints with Prompting for Zero-Shot Event Argument ClassificationCode0
BKEE: Pioneering Event Extraction in the Vietnamese LanguageCode0
EventGraph at CASE 2021 Task 1: A General Graph-based Approach to Protest Event ExtractionCode0
Probing Representations for Document-level Event ExtractionCode0
MC-DRE: Multi-Aspect Cross Integration for Drug Event/Entity ExtractionCode0
Adaptive Ordered Information Extraction with Deep Reinforcement LearningCode0
AD3: Attentive Deep Document DaterCode0
Meta-Learning with Dynamic-Memory-Based Prototypical Network for Few-Shot Event DetectionCode0
Harvesting Events from Multiple Sources: Towards a Cross-Document Event Extraction ParadigmCode0
Biomedical Event Trigger Identification Using Bidirectional Recurrent Neural Network Based ModelsCode0
EDeR: A Dataset for Exploring Dependency Relations Between EventsCode0
Biomedical Event Extraction as Multi-turn Question AnsweringCode0
Modality and Negation in Event ExtractionCode0
HMEAE: Hierarchical Modular Event Argument ExtractionCode0
MOKA: Moral Knowledge Augmentation for Moral Event ExtractionCode0
SeeDev Binary Event Extraction using SVMs and a Rich Feature SetCode0
Weak Reward Model Transforms Generative Models into Robust Causal Event Extraction SystemsCode0
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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