SOTAVerified

Event Extraction

Determine the extent of the events in a text.

Other names: Event Tagging; Event Identification

Papers

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Showing 201–250 of 446 papers

TitleStatusHype
An overview of event extraction and its applications—0
Effective Use of Graph Convolution Network and Contextual Sub-Tree for Commodity News Event ExtractionCode1
Crosslingual Transfer Learning for Relation and Event Extraction via Word Category and Class Alignments—0
Exploring Sentence Community for Document-Level Event Extraction—0
Query and Extract: Refining Event Extraction as Type-oriented Binary Decoding—0
Generating Disentangled Arguments with Prompts: A Simple Event Extraction Framework that WorksCode1
Effective Use of Graph Convolution Network and Contextual Sub-Tree forCommodity News Event ExtractionCode1
Joint Multimedia Event Extraction from Video and Article—0
Language Model Priming for Cross-Lingual Event Extraction—0
Modality and Negation in Event ExtractionCode0
DocEE: A Large-Scale Dataset for Document-level Event Extraction—0
Everything Is All It Takes: A Multipronged Strategy for Zero-Shot Cross-Lingual Information ExtractionCode1
PoKE: A Prompt-based Knowledge Eliciting Approach for Event Argument Extraction—0
Corpus-based Open-Domain Event Type InductionCode1
Knowledge Graph Enhanced Event Extraction in Financial Documents—0
Event Prominence Extraction Combining a Knowledge-Based Syntactic Parser and a BERT Classifier for Dutch—0
Multilingual Epidemic Event Extraction : From Simple Classification Methods to Open Information Extraction (OIE) and Ontology—0
DEGREE: A Data-Efficient Generation-Based Event Extraction ModelCode1
Event Extraction by Associating Event Types and Argument Roles—0
An Effective System for Multi-format Information ExtractionCode1
Multilingual Protest News Detection - Shared Task 1, CASE 2021—0
SU-NLP at CASE 2021 Task 1: Protest News Detection for English—0
PROTEST-ER: Retraining BERT for Protest Event Extraction—0
Keynote Abstract: Events on a Global Scale: Towards Language-Agnostic Event Extraction—0
Keynote Abstract: Machine Learning in Conflict Studies: Reflections on Ethics, Collaboration, and Ongoing Challenges—0
Revisiting the Evaluation of End-to-end Event Extraction—0
Event Extraction from Historical Texts: A New Dataset for Black Rebellions—0
Document-level Event Extraction via Parallel Prediction NetworksCode1
Fine-grained Information Extraction from Biomedical Literature based on Knowledge-enriched Abstract Meaning Representation—0
Zero-shot Event Extraction via Transfer Learning: Challenges and Insights—0
CogIE: An Information Extraction Toolkit for Bridging Texts and CogNetCode1
COfEE: A Comprehensive Ontology for Event Extraction from text—0
A Survey on Deep Learning Event Extraction: Approaches and Applications—0
CasEE: A Joint Learning Framework with Cascade Decoding for Overlapping Event ExtractionCode1
Reinforcement Learning-based Dialogue Guided Event Extraction to Exploit Argument RelationsCode1
Text2Event: Controllable Sequence-to-Structure Generation for End-to-end Event ExtractionCode1
Visualization Techniques to Enhance Automated Event Extraction—0
AMU-EURANOVA at CASE 2021 Task 1: Assessing the stability of multilingual BERTCode0
Timestamping Documents and Beliefs—0
RESIN: A Dockerized Schema-Guided Cross-document Cross-lingual Cross-media Information Extraction and Event Tracking SystemCode1
Towards Layered Events and Schema Representations in Long Documents—0
Document-level Event Extraction via Heterogeneous Graph-based Interaction Model with a TrackerCode1
CLEVE: Contrastive Pre-training for Event ExtractionCode1
Corpus-Level Evaluation for Event QA: The IndiaPoliceEvents Corpus Covering the 2002 Gujarat ViolenceCode1
Joint Biomedical Entity and Relation Extraction with Knowledge-Enhanced Collective InferenceCode1
MLBiNet: A Cross-Sentence Collective Event Detection NetworkCode1
Improving Adverse Drug Event Extraction with SpanBERT on Different Text TypologiesCode0
An Annotated Commodity News Corpus for Event ExtractionCode0
Document-Level Event Argument Extraction by Conditional GenerationCode1
ENPAR:Enhancing Entity and Entity Pair Representations for Joint Entity Relation 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