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
PROTEST-ER: Retraining BERT for Protest Event Extraction—0
Revisiting the Evaluation of End-to-end Event Extraction—0
SU-NLP at CASE 2021 Task 1: Protest News Detection for English—0
Zero-shot Event Extraction via Transfer Learning: Challenges and Insights—0
COfEE: A Comprehensive Ontology for Event Extraction from text—0
A Survey on Deep Learning Event Extraction: Approaches and Applications—0
Visualization Techniques to Enhance Automated Event Extraction—0
AMU-EURANOVA at CASE 2021 Task 1: Assessing the stability of multilingual BERTCode0
Timestamping Documents and Beliefs—0
Towards Layered Events and Schema Representations in Long Documents—0
Improving Adverse Drug Event Extraction with SpanBERT on Different Text TypologiesCode0
An Annotated Commodity News Corpus for Event ExtractionCode0
ENPAR:Enhancing Entity and Entity Pair Representations for Joint Entity Relation ExtractionCode0
Probing into the Root: A Dataset for Reason Extraction of Structural Events from Financial Documents—0
Verb Knowledge Injection for Multilingual Event Processing—0
Unsupervised Label-aware Event Trigger and Argument Classification—0
Big Green at WNUT 2020 Shared Task-1: Relation Extraction as Contextualized Sequence Classification—0
Extracting COVID-19 Diagnoses and Symptoms From Clinical Text: A New Annotated Corpus and Neural Event Extraction Framework—0
Joint Event Extraction with Hierarchical Policy Network—0
Neural Gibbs Sampling for Joint Event Argument ExtractionCode0
Reconstructing Event Regions for Event Extraction via Graph Attention Networks—0
Hierarchical Chinese Legal event extraction via Pedal Attention Mechanism—0
Fact vs. Opinion: the Role of Argumentation Features in News Classification—0
Extracting Fine-Grained Economic Events from Business News—0
Biomedical Event Extraction as Multi-turn Question AnsweringCode0
Semi-supervised New Event Type Induction and Event Detection—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
Biomedical Event Extraction as Sequence Labeling—0
Event Extraction as Multi-turn Question Answering—0
Crime event localization and deduplication—0
imec-ETRO-VUB at W-NUT 2020 Shared Task-3: A multilabel BERT-based system for predicting COVID-19 events—0
Event Extraction as Machine Reading Comprehension—0
Document-level Event Extraction with Efficient End-to-end Learning of Cross-event Dependencies—0
Event-Driven Learning of Systematic Behaviours in Stock Markets—0
Probing and Fine-tuning Reading Comprehension Models for Few-shot Event Extraction—0
Cross-Supervised Joint-Event-Extraction with Heterogeneous Information Networks—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
A Novel Joint Framework for Multiple Chinese Events Extraction—0
Event Presence Prediction Helps Trigger Detection Across Languages—0
Cascaded Models for Better Fine-Grained Named Entity Recognition—0
Adapting Event Extractors to Medical Data: Bridging the Covariate Shift—0
Cross-context News Corpus for Protest Events related Knowledge Base ConstructionCode0
Tense, aspect and mood based event extraction for situation analysis and crisis management—0
Enabling Low-Resource Transfer Learning across COVID-19 Corpora by Combining Event-Extraction and Co-Training—0
Automatic extraction of personal events from dialogue—0
Exploring Interpretability in Event Extraction: Multitask Learning of a Neural Event Classifier and an Explanation Decoder—0
Event Arguments Extraction via Dilate Gated Convolutional Neural Network with Enhanced Local Features—0
Repr\'esentation dynamique et sp\'ecifique du contexte textuel pour l'extraction d'\'ev\'enements (Dynamic and specific textual context representation for event extraction)—0
Automated Extraction of Socio-political Events from News (AESPEN): Workshop and Shared Task Report—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