SOTAVerified|Agents Browse Leaderboard About

Event Extraction

Determine the extent of the events in a text.

Other names: Event Tagging; Event Identification

Papers

Recently Added Most Hyped Most Active Needs Verification Most Verified

Showing 281–290 of 446 papers

Title	Date	Tasks	Status	Hype
Crime event localization and deduplication	Nov 1, 2020	ArticlesEvent Extraction	—Unverified	0
imec-ETRO-VUB at W-NUT 2020 Shared Task-3: A multilabel BERT-based system for predicting COVID-19 events	Nov 1, 2020	Event ExtractionLanguage Modeling	—Unverified	0
Event Extraction as Machine Reading Comprehension	Nov 1, 2020	Event Argument ExtractionEvent Extraction	—Unverified	0
Document-level Event Extraction with Efficient End-to-end Learning of Cross-event Dependencies	Oct 24, 2020	Computational EfficiencyDocument-level Event Extraction	—Unverified	0
Event-Driven Learning of Systematic Behaviours in Stock Markets	Oct 23, 2020	Event ExtractionOpen Information Extraction	—Unverified	0
Probing and Fine-tuning Reading Comprehension Models for Few-shot Event Extraction	Oct 21, 2020	Event DetectionEvent Extraction	—Unverified	0
Cross-Supervised Joint-Event-Extraction with Heterogeneous Information Networks	Oct 13, 2020	Event ExtractionTAG	—Unverified	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)	Oct 1, 2020	Document-level Event ExtractionEvent Extraction	—Unverified	0
A Novel Joint Framework for Multiple Chinese Events Extraction	Oct 1, 2020	Event ExtractionLanguage Modeling	—Unverified	0
Event Presence Prediction Helps Trigger Detection Across Languages	Sep 15, 2020	Event DetectionEvent Extraction	—Unverified	0

Show:10 25 50

← PrevPage 29 of 45Next →

All datasets ACE2005 GENIA .Cancer Genetics 2013 (CG)Epigenetics and Post-translational Modifications 2011 (EPI)GENIA 2013 Infectious Diseases 2011 (ID)Multi-Level Event Extraction (MLEE)Pathway Curation 2013 (PC)

Benchmark Results

#	Model	Metric	Claimed	Verified	Status
1	DeepStruct multi-task	Argument Cl	63.9	—	Unverified
2	DeepStruct multi-task w/ finetune	Argument Cl	56.2	—	Unverified
3	Text2Event - T5-large	Argument Cl	53.8	—	Unverified
4	Text2Event - T5-base	Argument Cl	49.8	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	DeepEventMine	F1	63.96	—	Unverified
2	GEANet-SciBERT	F1	60.06	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	11	0L	1	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	DeepEventMine	F1	61.74	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	DeepEventMine	F1	65.57	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	DeepEventMine	F1	56.72	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	DeepEventMine	F1	61.62	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	DeepEventMine	F1	61.87	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	DeepEventMine	F1	57.72	—	Unverified