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 201–225 of 446 papers

TitleStatusHype
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
Cross-Domain Evaluation of Edge Detection for Biomedical Event Extraction—0
Cross-genre Event Extraction with Knowledge Enrichment—0
Cross-lingual Structure Transfer for Relation and Event Extraction—0
Cross-lingual Structure Transfer for Zero-resource Event Extraction—0
Crosslingual Transfer Learning for Relation and Event Extraction via Word Category and Class Alignments—0
Cross-media Event Extraction and Recommendation—0
Cross-media Structured Common Space for Multimedia Event Extraction—0
Cross-Supervised Joint-Event-Extraction with Heterogeneous Information Networks—0
Crude Oil-related Events Extraction and Processing: A Transfer Learning Approach—0
Debate as Optimization: Adaptive Conformal Prediction and Diverse Retrieval for Event Extraction—0
Decompose, Enrich, and Extract! Schema-aware Event Extraction using LLMs—0
A Survey on Deep Learning Event Extraction: Approaches and Applications—0
Posterior calibration and exploratory analysis for natural language processing models—0
Probing and Fine-tuning Reading Comprehension Models for Few-shot Event Extraction—0
Probing into the Root: A Dataset for Reason Extraction of Structural Events from Financial Documents—0
Prompt-based Graph Model for Joint Liberal Event Extraction and Event Schema Induction—0
Prompt-Guided Few-Shot Event Detection—0
PROTEST-ER: Retraining BERT for Protest Event Extraction—0
PubMed-Scale Event Extraction for Post-Translational Modifications, Epigenetics and Protein Structural Relations—0
Pushing the Limits of ChatGPT on NLP Tasks—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