SOTAVerified

Event Extraction

Determine the extent of the events in a text.

Other names: Event Tagging; Event Identification

Papers

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Showing 251–300 of 446 papers

TitleStatusHype
SemEval-2010 Task 13: TempEval-2—0
SemEval-2013 Task 1: TempEval-3: Evaluating Time Expressions, Events, and Temporal Relations—0
Semi-automatic Acquisition of Lexical Resources and Grammars for Event Extraction in Bulgarian and Czech—0
Semi-Supervised Event Extraction with Paraphrase Clusters—0
Semi-supervised New Event Type Induction and Event Detection—0
Semi-supervised New Event Type Induction and Description via Contrastive Loss-Enforced Batch Attention—0
Semi-supervised New Event Type Induction and Description via Contrastive Loss-Enforced Batch Attention—0
5W1H Extraction With Large Language Models—0
Sieve-based Coreference Resolution in the Biomedical Domain—0
SnapToGrid: From Statistical to Interpretable Models for Biomedical Information Extraction—0
SPEED++: A Multilingual Event Extraction Framework for Epidemic Prediction and Preparedness—0
STAR: Boosting Low-Resource Information Extraction by Structure-to-Text Data Generation with Large Language Models—0
Streaming Text Analytics for Real-Time Event Recognition—0
SU-NLP at CASE 2021 Task 1: Protest News Detection for English—0
Syntactic-GCN Bert based Chinese Event Extraction—0
TableIE: Capture the Interactions among Joint Information Extraction Explicitly via Double Tables—0
Tale of tails using rule augmented sequence labeling for event extraction—0
Targeted Augmentation for Low-Resource Event Extraction—0
Task formulation for Extracting Social Determinants of Health from Clinical Narratives—0
Tense, aspect and mood based event extraction for situation analysis and crisis management—0
The Genia Event Extraction Shared Task, 2013 Edition - Overview—0
Timestamping Documents and Beliefs—0
Title2Event: Benchmarking Open Event Extraction with a Large-scale Chinese Title Dataset—0
Token-Event-Role Structure-based Multi-Channel Document-Level Event Extraction—0
Towards Better Multi-task Learning: A Framework for Optimizing Dataset Combinations in Large Language Models—0
Towards Few-Shot Event Mention Retrieval: An Evaluation Framework and A Siamese Network Approach—0
Towards Focused and Connected Document-Level Event Extraction—0
Towards Layered Events and Schema Representations in Long Documents—0
Towards Multilingual Event Extraction Evaluation: A Case Study for the Czech Language—0
Training Multimedia Event Extraction With Generated Images and Captions—0
Training with Streaming Annotation—0
Two Layers of Annotation for Representing Event Mentions in News Stories—0
Type-aware Decoding via Explicitly Aggregating Event Information for Document-level Event Extraction—0
UniEX: An Effective and Efficient Framework for Unified Information Extraction via a Span-extractive Perspective—0
Unsupervised Biographical Event Extraction Using Wikipedia Traffic—0
Unsupervised Label-aware Event Trigger and Argument Classification—0
Using word embedding for bio-event extraction—0
Utilizing coarse-grained data in low-data settings for event extraction—0
UTU: Adapting Biomedical Event Extraction System to Disorder Attribute Detection—0
Variational Deep Logic Network for Joint Inference of Entities and Relations—0
Verb Knowledge Injection for Multilingual Event Processing—0
Video Event Extraction via Tracking Visual States of Arguments—0
Visualization of Clandestine Labs from Seizure Reports: Thematic Mapping and Data Mining Research Directions—0
Visualization Techniques to Enhance Automated Event Extraction—0
Writing Style Aware Document-level Event Extraction—0
YNU-junyi in BioNLP-OST 2019: Using CNN-LSTM Model with Embeddings for SeeDev Binary Event Extraction—0
Zero-shot Event Extraction via Transfer Learning: Challenges and Insights—0
SHIELD: LLM-Driven Schema Induction for Predictive Analytics in EV Battery Supply Chain Disruptions—0
ACE-2005-PT: Corpus for Event Extraction in Portuguese—0
Active Learning for Event Extraction with Memory-based Loss Prediction Model—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