SOTAVerified

Event Extraction

Determine the extent of the events in a text.

Other names: Event Tagging; Event Identification

Papers

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Showing 101–150 of 446 papers

TitleStatusHype
Cross-lingual Structure Transfer for Zero-resource Event Extraction—0
Bilingual Event Extraction: a Case Study on Trigger Type Determination—0
Annotating Social Determinants of Health Using Active Learning, and Characterizing Determinants Using Neural Event Extraction—0
Advancing Chinese biomedical text mining with community challenges—0
Crude Oil-related Events Extraction and Processing: A Transfer Learning Approach—0
Biomedical Event Extraction as Sequence Labeling—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
Cross-lingual Structure Transfer for Relation and Event Extraction—0
Biomedical Event Extraction by Multi-class Classification of Pairs of Text Entities—0
Cross-genre Event Extraction with Knowledge Enrichment—0
Big Green at WNUT 2020 Shared Task-1: Relation Extraction as Contextualized Sequence Classification—0
DEGREE: A Data-Efficient Generation-Based Event Extraction Model—0
DemoSG: Demonstration-enhanced Schema-guided Generation for Low-resource Event Extraction—0
Denoising of Geodetic Time Series Using Spatiotemporal Graph Neural Networks: Application to Slow Slip Event Extraction—0
Biomedical Event Extraction using Abstract Meaning Representation—0
DGMED: A Novel Document-Level Graph Convolution Network for Multi-Event Detection—0
Diamonds in the Rough: Event Extraction from Imperfect Microblog Data—0
Cross-Domain Evaluation of Edge Detection for Biomedical Event Extraction—0
A Domain-independent Rule-based Framework for Event Extraction—0
DocEE: A Large-Scale and Fine-grained Benchmark for Document-level Event Extraction—0
Adapting the PULS event extraction framework to analyze Russian text—0
DocEE: A Large-Scale Dataset for Document-level Event Extraction—0
Event extraction based on open information extraction and ontology—0
Document-Level Event Argument Extraction via Optimal Transport—0
Event extraction from Twitter using Non-Parametric Bayesian Mixture Model with Word Embeddings—0
Event Extraction Using Distant Supervision—0
Crime event localization and deduplication—0
Beyond Pixels: Leveraging the Language of Soccer to Improve Spatio-Temporal Action Detection in Broadcast Videos—0
Beyond Isolation: Multi-Agent Synergy for Improving Knowledge Graph Construction—0
Contrastive Event Extraction Using Video Enhancements—0
Beyond Exact Match: Semantically Reassessing Event Extraction by Large Language Models—0
Event Extraction as Machine Reading Comprehension—0
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
Event Extraction as Multi-turn Question Answering—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
Automatic extraction of personal events from dialogue—0
A Dataset for Open Event Extraction in English—0
Complex Event Extraction using DRUM—0
Comparable Study of Event Extraction in Newswire and Biomedical Domains—0
Automatic Event Extraction with Structured Preference Modeling—0
Collaborative Knowledge Graph Fusion by Exploiting the Open Corpus—0
A Multi-task Event and Argument Trigger Detection in Hindi using POS Tagging as an Auxiliary Task—0
Adapting Event Extractors to Medical Data: Bridging the Covariate Shift—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