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 301–325 of 446 papers

TitleStatusHype
A Platform for Event Extraction in Hindi—0
Cross-Domain Evaluation of Edge Detection for Biomedical Event Extraction—0
Event Extraction from Unstructured Amharic Text—0
Cross-lingual Structure Transfer for Zero-resource Event Extraction—0
Towards Few-Shot Event Mention Retrieval: An Evaluation Framework and A Siamese Network Approach—0
Information Space Dashboard—0
Event Extraction by Answering (Almost) Natural QuestionsCode1
Annotating Social Determinants of Health Using Active Learning, and Characterizing Determinants Using Neural Event Extraction—0
Joint Event Extraction along Shortest Dependency Paths using Graph Convolutional Networks—0
Training with Streaming Annotation—0
Open-domain Event Extraction and Embedding for Natural Gas Market PredictionCode0
Reading the Manual: Event Extraction as Definition Comprehension—0
Multi-linguality helps: Event-Argument Extraction for Disaster Domain in Cross-lingual and Multi-lingual setting—0
Financial Event Extraction Using Wikipedia-Based Weak Supervision—0
Cross-lingual Structure Transfer for Relation and Event Extraction—0
Contextualized Cross-Lingual Event Trigger Extraction with Minimal Resources—0
HMEAE: Hierarchical Modular Event Argument ExtractionCode0
Leveraging syntactic parsing to improve event annotation matching—0
YNU-junyi in BioNLP-OST 2019: Using CNN-LSTM Model with Embeddings for SeeDev Binary Event Extraction—0
Meta-Learning with Dynamic-Memory-Based Prototypical Network for Few-Shot Event DetectionCode0
A Search-based Neural Model for Biomedical Nested and Overlapping Event Detection—0
Global Locality in Biomedical Relation and Event Extraction—0
Entity, Relation, and Event Extraction with Contextualized Span RepresentationsCode1
Giveme5W1H: A Universal System for Extracting Main Events from News ArticlesCode0
Reporting the Unreported: Event Extraction for Analyzing the Local Representation of Hate CrimesCode0
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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