SOTAVerified

Event Extraction

Determine the extent of the events in a text.

Other names: Event Tagging; Event Identification

Papers

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Showing 351–360 of 446 papers

TitleStatusHype
Collaborative Knowledge Graph Fusion by Exploiting the Open Corpus—0
Comparable Study of Event Extraction in Newswire and Biomedical Domains—0
Complex Event Extraction using DRUM—0
Composing a Picture Book by Automatic Story Understanding and Visualization—0
Comprehensive Event Representations using Event Knowledge Graphs and Natural Language Processing—0
Computational Narratology: Extracting Tense Clusters from Narrative Texts—0
Construct a Sense-Frame Aligned Predicate Lexicon for Chinese AMR Corpus—0
Contextualized Cross-Lingual Event Trigger Extraction with Minimal Resources—0
Contrastive Event Extraction Using Video Enhancements—0
Crime event localization and deduplication—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