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 326–350 of 446 papers

TitleStatusHype
Joint Event and Temporal Relation Extraction with Shared Representations and Structured Prediction—0
Open Event Extraction from Online Text using a Generative Adversarial Network—0
Tale of tails using rule augmented sequence labeling for event extraction—0
Enhancing biomedical word embeddings by retrofitting to verb clustersCode0
Composing a Picture Book by Automatic Story Understanding and Visualization—0
Exploring Pre-trained Language Models for Event Extraction and Generation—0
Event extraction based on open information extraction and ontology—0
Open Domain Event Extraction Using Neural Latent Variable ModelsCode0
Biomedical Event Extraction based on Knowledge-driven Tree-LSTM—0
Multilingual Entity, Relation, Event and Human Value Extraction—0
Geolocating Political Events in TextCode0
Context awareness and embedding for biomedical event extractionCode0
Doc2EDAG: An End-to-End Document-level Framework for Chinese Financial Event ExtractionCode1
Leveraging Knowledge Bases in LSTMs for Improving Machine Reading—0
Revised JNLPBA Corpus: A Revised Version of Biomedical NER Corpus for Relation Extraction Task—0
AD3: Attentive Deep Document DaterCode0
One for All: Neural Joint Modeling of Entities and Events—0
ATM:Adversarial-neural Topic Model—0
Efficient Dependency-Guided Named Entity RecognitionCode0
SEx BiST: A Multi-Source Trainable Parser with Deep Contextualized Lexical RepresentationsCode0
Jointly Multiple Events Extraction via Attention-based Graph Information AggregationCode0
Rapid Customization for Event Extraction—0
Egocentric Activity Prediction via Event Modulated Attention—0
Semi-Supervised Event Extraction with Paraphrase Clusters—0
From POS tagging to dependency parsing for biomedical event extractionCode1
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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