SOTAVerified

Event Extraction

Determine the extent of the events in a text.

Other names: Event Tagging; Event Identification

Papers

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Showing 201–250 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
QAEA-DR: A Unified Text Augmentation Framework for Dense Retrieval—0
Query and Extract: Refining Event Extraction as Type-oriented Binary Decoding—0
Query and Extract: Refining Event Extraction as Type-oriented Binary Decoding—0
Rapid Customization for Event Extraction—0
RBPB: Regularization-Based Pattern Balancing Method for Event Extraction—0
Reading the Manual: Event Extraction as Definition Comprehension—0
Reconstructing Event Regions for Event Extraction via Graph Attention Networks—0
Recouple Event Field via Probabilistic Bias for Event Extraction—0
Refactoring the Genia Event Extraction Shared Task Toward a General Framework for IE-Driven KB Development—0
Relieving the Computational Bottleneck: Joint Inference for Event Extraction with High-Dimensional Features—0
Repr\'esentation dynamique et sp\'ecifique du contexte textuel pour l'extraction d'\'ev\'enements (Dynamic and specific textual context representation for event extraction)—0
Retrieval-Enhanced Few-Shot Prompting for Speech Event Extraction—0
Revised JNLPBA Corpus: A Revised Version of Biomedical NER Corpus for Relation Extraction Task—0
Revisiting Prompt Optimization with Large Reasoning Models-A Case Study on Event Extraction—0
Revisiting the Evaluation of End-to-end Event Extraction—0
Robust Subgraph Generation Improves Abstract Meaning Representation Parsing—0
Rule Based Event Extraction for Artificial Social Intelligence—0
Scalable Bio-Molecular Event Extraction System towards Knowledge Acquisition—0
Scale Up Event Extraction Learning via Automatic Training Data Generation—0
SemEval-2010 Task 13: TempEval-2—0
SemEval-2013 Task 1: TempEval-3: Evaluating Time Expressions, Events, and Temporal Relations—0
Semi-automatic Acquisition of Lexical Resources and Grammars for Event Extraction in Bulgarian and Czech—0
Semi-Supervised Event Extraction with Paraphrase Clusters—0
Semi-supervised New Event Type Induction and Event Detection—0
Semi-supervised New Event Type Induction and Description via Contrastive Loss-Enforced Batch Attention—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