SOTAVerified

Event Extraction

Determine the extent of the events in a text.

Other names: Event Tagging; Event Identification

Papers

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Showing 301–350 of 446 papers

TitleStatusHype
Guidelines and a Corpus for Extracting Biographical Events—0
Hierarchical Chinese Legal event extraction via Pedal Attention Mechanism—0
Hierarchical Multi-label Classification for Fine-level Event Extraction from Aviation Accident Reports—0
HighIE: High-Order Inference for Entity Recognition, Relation Extraction, and Event Extraction—0
HLTRI at W-NUT 2020 Shared Task-3: COVID-19 Event Extraction from Twitter Using Multi-Task Hopfield Pooling—0
How Does Context Matter? On the Robustness of Event Detection with Context-Selective Mask Generalization—0
Hybrid Semantic Type Representation for Zero-Shot Event Extraction—0
Identification of Manner in Bio-Events—0
Identifying civilians killed by police with distantly supervised entity-event extraction—0
imec-ETRO-VUB at W-NUT 2020 Shared Task-3: A multilabel BERT-based system for predicting COVID-19 events—0
Improve Event Extraction via Self-Training with Gradient Guidance—0
Improving Entity Recognition Using Ensembles of Deep Learning and Fine-tuned Large Language Models: A Case Study on Adverse Event Extraction from Multiple Sources—0
Improving Event Definition Following For Zero-Shot Event Detection—0
Improving Feature-Based Biomedical Event Extraction System by Integrating Argument Information—0
Improving Zero-Shot Event Extraction via Sentence Simplification—0
Incremental Global Event Extraction—0
Inducing Event Types and Roles in Reverse: Using Function to Discover Theme—0
Information Space Dashboard—0
Instruction-Tuning LLMs for Event Extraction with Annotation Guidelines—0
ISO-TimeML Event Extraction in Persian Text—0
Iteratively Improving Biomedical Entity Linking and Event Extraction via Hard Expectation-Maximization—0
基于BERT的端到端中文篇章事件抽取(A BERT-based End-to-End Model for Chinese Document-level Event Extraction)—0
基于框架语义映射和类型感知的篇章事件抽取(Document-Level Event Extraction Based on Frame Semantic Mapping and Type Awareness)—0
Joint Event and Temporal Relation Extraction with Shared Representations and Structured Prediction—0
Joint Event Extraction along Shortest Dependency Paths using Graph Convolutional Networks—0
Joint Event Extraction via Structural Semantic Matching—0
Joint Event Extraction via Structured Prediction with Global Features—0
Joint Event Extraction with Hierarchical Policy Network—0
Jointly Event Extraction and Visualization on Twitter via Probabilistic Modelling—0
Joint Modeling for Chinese Event Extraction with Rich Linguistic Features—0
Joint Modeling of Trigger Identification and Event Type Determination in Chinese Event Extraction—0
Joint Multimedia Event Extraction from Video and Article—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
Knowledge Graph Enhanced Event Extraction in Financial Documents—0
KOI at SemEval-2018 Task 5: Building Knowledge Graph of Incidents—0
Language Model Priming for Cross-Lingual Event Extraction—0
Attending To Syntactic Information In Biomedical Event Extraction Via Graph Neural Networks—0
Leveraging Knowledge Bases in LSTMs for Improving Machine Reading—0
Leveraging Multilingual Training for Limited Resource Event Extraction—0
Leveraging syntactic parsing to improve event annotation matching—0
Liberal Event Extraction and Event Schema Induction—0
Major Life Event Extraction from Twitter based on Congratulations/Condolences Speech Acts—0
Mask-then-Fill: A Flexible and Effective Data Augmentation Framework for Event Extraction—0
Massively Multi-Lingual Event Understanding: Extraction, Visualization, and Search—0
Medication and Adverse Event Extraction from Noisy Text—0
MEE: A Novel Multilingual Event Extraction Dataset—0
Mining Information from Event Structure Relation Graph for Event Argument Extraction—0
MMUTF: Multimodal Multimedia Event Argument Extraction with Unified Template Filling—0
Monitoring Energy Trends through Automatic Information 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