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 51–75 of 446 papers

TitleStatusHype
CogIE: An Information Extraction Toolkit for Bridging Texts and CogNetCode1
Document-level Event Extraction via Parallel Prediction NetworksCode1
CasEE: A Joint Learning Framework with Cascade Decoding for Overlapping Event ExtractionCode1
Reinforcement Learning-based Dialogue Guided Event Extraction to Exploit Argument RelationsCode1
Text2Event: Controllable Sequence-to-Structure Generation for End-to-end Event ExtractionCode1
RESIN: A Dockerized Schema-Guided Cross-document Cross-lingual Cross-media Information Extraction and Event Tracking SystemCode1
Document-level Event Extraction via Heterogeneous Graph-based Interaction Model with a TrackerCode1
CLEVE: Contrastive Pre-training for Event ExtractionCode1
Joint Biomedical Entity and Relation Extraction with Knowledge-Enhanced Collective InferenceCode1
Corpus-Level Evaluation for Event QA: The IndiaPoliceEvents Corpus Covering the 2002 Gujarat ViolenceCode1
MLBiNet: A Cross-Sentence Collective Event Detection NetworkCode1
Document-Level Event Argument Extraction by Conditional GenerationCode1
Structured Prediction as Translation between Augmented Natural LanguagesCode1
EventPlus: A Temporal Event Understanding PipelineCode1
GATE: Graph Attention Transformer Encoder for Cross-lingual Relation and Event ExtractionCode1
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
DeepEventMine: end-to-end neural nested event extraction from biomedical textsCode1
Document-Level Event Role Filler Extraction using Multi-Granularity Contextualized EncodingCode1
Event Extraction by Answering (Almost) Natural QuestionsCode1
Entity, Relation, and Event Extraction with Contextualized Span RepresentationsCode1
Doc2EDAG: An End-to-End Document-level Framework for Chinese Financial Event ExtractionCode1
From POS tagging to dependency parsing for biomedical event extractionCode1
Joint Extraction of Events and Entities within a Document ContextCode1
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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