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
Multitask Models for Supervised Protests Detection in Texts—0
Cross-media Structured Common Space for Multimedia Event Extraction—0
A Dataset for Multi-lingual Epidemiological Event Extraction—0
Event Extraction from Unstructured Amharic Text—0
Information Space Dashboard—0
Towards Few-Shot Event Mention Retrieval: An Evaluation Framework and A Siamese Network Approach—0
Construct a Sense-Frame Aligned Predicate Lexicon for Chinese AMR Corpus—0
A Platform for Event Extraction in Hindi—0
NoEl: An Annotated Corpus for Noun Ellipsis in English—0
Cross-Domain Evaluation of Edge Detection for Biomedical Event Extraction—0
Cross-lingual Structure Transfer for Zero-resource Event Extraction—0
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
YNU-junyi in BioNLP-OST 2019: Using CNN-LSTM Model with Embeddings for SeeDev Binary Event Extraction—0
Leveraging syntactic parsing to improve event annotation matching—0
Contextualized Cross-Lingual Event Trigger Extraction with Minimal Resources—0
Cross-lingual Structure Transfer for Relation and Event Extraction—0
HMEAE: Hierarchical Modular Event Argument ExtractionCode0
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
Giveme5W1H: A Universal System for Extracting Main Events from News ArticlesCode0
Reporting the Unreported: Event Extraction for Analyzing the Local Representation of Hate CrimesCode0
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
Composing a Picture Book by Automatic Story Understanding and Visualization—0
Enhancing biomedical word embeddings by retrofitting to verb clustersCode0
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
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
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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