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 251–300 of 446 papers

TitleStatusHype
Probing into the Root: A Dataset for Reason Extraction of Structural Events from Financial Documents—0
Structured Prediction as Translation between Augmented Natural LanguagesCode1
EventPlus: A Temporal Event Understanding PipelineCode1
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
Extracting Fine-Grained Economic Events from Business News—0
Fact vs. Opinion: the Role of Argumentation Features in News Classification—0
Joint Event Extraction with Hierarchical Policy Network—0
Hierarchical Chinese Legal event extraction via Pedal Attention Mechanism—0
Reconstructing Event Regions for Event Extraction via Graph Attention Networks—0
Neural Gibbs Sampling for Joint Event Argument ExtractionCode0
Crime event localization and deduplication—0
Biomedical Event Extraction as Multi-turn Question AnsweringCode0
imec-ETRO-VUB at W-NUT 2020 Shared Task-3: A multilabel BERT-based system for predicting COVID-19 events—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
Event Extraction as Multi-turn Question Answering—0
Semi-supervised New Event Type Induction and Event Detection—0
Event Extraction as Machine Reading Comprehension—0
Biomedical Event Extraction as Sequence Labeling—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
GATE: Graph Attention Transformer Encoder for Cross-lingual Relation and Event ExtractionCode1
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
OpenUE: An Open Toolkit of Universal Extraction from TextCode1
UCD-CS at W-NUT 2020 Shared Task-3: A Text to Text Approach for COVID-19 Event Extraction on Social MediaCode1
Biomedical Event Extraction with Hierarchical Knowledge GraphsCode1
Cascaded Models for Better Fine-Grained Named Entity Recognition—0
Event Presence Prediction Helps Trigger Detection Across Languages—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
DeepEventMine: end-to-end neural nested event extraction from biomedical textsCode1
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
Document-Level Event Role Filler Extraction using Multi-Granularity Contextualized EncodingCode1
Automated Extraction of Socio-political Events from News (AESPEN): Workshop and Shared Task Report—0
Multitask Models for Supervised Protests Detection in Texts—0
Cross-media Structured Common Space for Multimedia Event Extraction—0
Construct a Sense-Frame Aligned Predicate Lexicon for Chinese AMR Corpus—0
A Dataset for Multi-lingual Epidemiological Event Extraction—0
NoEl: An Annotated Corpus for Noun Ellipsis in English—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