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 131–140 of 446 papers

TitleStatusHype
Contextualized Cross-Lingual Event Trigger Extraction with Minimal Resources—0
An Attentive Sequence Model for Adverse Drug Event Extraction from Biomedical Text—0
A Deep Multi-View Learning Framework for City Event Extraction from Twitter Data Streams—0
Enabling Low-Resource Transfer Learning across COVID-19 Corpora by Combining Event-Extraction and Co-Training—0
End-to-end Clinical Event Extraction from Chinese Electronic Health Record—0
Construct a Sense-Frame Aligned Predicate Lexicon for Chinese AMR Corpus—0
Computational Narratology: Extracting Tense Clusters from Narrative Texts—0
An APT Event Extraction Method Based on BERT-BiGRU-CRF for APT Attack Detection—0
Comprehensive Event Representations using Event Knowledge Graphs and Natural Language Processing—0
Composing a Picture Book by Automatic Story Understanding and Visualization—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