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Event-Centric Temporal Knowledge Graph Construction: A Survey
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Outgoing claims: the papers this work cites, builds on, or argues with.
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Computational Collective Intelligence
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EventKG: A Multilingual Event-Centric Temporal Knowledge Graph
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Event Annotation Schemes and Event Recognition in Spanish Texts
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Hierarchical Storyline Generation Based on Event-centric Temporal Knowledge Graph
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Multiscale Laplacian graph kernel combined with lexico-syntactic patterns for biomedical event extraction from literature
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TimeBank evolution as a community resource for TimeML parsing
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A survey on neural relation extraction
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Bio-molecular event extraction by integrating multiple event-extraction systems
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Extracting time patterns from the lifespans of TikTok challenges to characterize non-dangerous and dangerous ones
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Topic-informed neural approach for biomedical event extraction
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ChatGPT: A comprehensive review on background, applications, key challenges, bias, ethics, limitations and future scope
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Exploiting aspectual features and connecting words for summarization-inspired temporal-relation extraction
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Adverse drug event detection and extraction from open data: A deep learning approach
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MTTLADE: A multi-task transfer learning-based method for adverse drug events extraction
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Extraction of events and temporal expressions from clinical narratives
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Associative attention networks for temporal relation extraction from electronic health records
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Extraction of temporal relations from clinical free text: A systematic review of current approaches
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Extracting COVID-19 diagnoses and symptoms from clinical text: A new annotated corpus and neural event extraction framework
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Domain-specific knowledge graphs: A survey
inferredcites →https://doi.org/10.1016/j.patrec.2021.06.012openalex-snapshot
Document-level relation extraction via graph transformer networks and temporal convolutional networks
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Automatic event identification and extraction from daily drilling reports using an expert system and artificial intelligence
inferredcites →https://doi.org/10.1016/j.websem.2015.12.004openalex-snapshot
Building event-centric knowledge graphs from news
inferredcites →https://doi.org/10.1080/07036337.2016.1138944openalex-snapshot
Integrating crisis early warning systems: power in the community of practice
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Exploring Multiple Embedded Features on Event Extraction
inferredcites →https://doi.org/10.1093/jamia/ocab114openalex-snapshot
DeepADEMiner: a deep learning pharmacovigilance pipeline for extraction and normalization of adverse drug event mentions on Twitter
inferredcites →https://doi.org/10.1093/jamia/ocv113openalex-snapshot
Multilayered temporal modeling for the clinical domain
inferredcites →https://doi.org/10.1093/jamia/ocz075openalex-snapshot
An ensemble of neural models for nested adverse drug events and medication extraction with subwords
inferredcites →https://doi.org/10.1101/19009118openalex-snapshot
A Comprehensive Typing System for Information Extraction from Clinical Narratives
inferredcites →https://doi.org/10.1109/69.469825openalex-snapshot
Acquisition of linguistic patterns for knowledge-based information extraction
inferredcites →https://doi.org/10.1109/access.2019.2956831openalex-snapshot
A Survey of Event Extraction From Text
inferredcites →https://doi.org/10.1109/access.2020.2965964openalex-snapshot
Make It Directly: Event Extraction Based on Tree-LSTM and Bi-GRU
inferredcites →https://doi.org/10.1109/access.2021.3124802openalex-snapshot
Forecasting Crude Oil Price Using Event Extraction
inferredcites →https://doi.org/10.1109/bigdata50022.2020.9378471openalex-snapshot
Knowledge Graph Enhanced Event Extraction in Financial Documents
inferredcites →https://doi.org/10.1109/dsc53577.2021.00047openalex-snapshot
Survey on Temporal Knowledge Graph
inferredcites →https://doi.org/10.1109/elconrus51938.2021.9396541openalex-snapshot
Metagraph Knowledge Base and Natural Language Processing Pipeline for Event Extraction and Time Concept Analysis
inferredcites →https://doi.org/10.1109/icapr.2015.7050697openalex-snapshot
Event extraction from cancer genetics literature
inferredcites →https://doi.org/10.1109/icoac.2011.6165192openalex-snapshot
Bio-molecular event extraction using Support Vector Machine
inferredcites →https://doi.org/10.1109/icpr48806.2021.9413232openalex-snapshot
Cross-Supervised Joint-Event-Extraction with Heterogeneous Information Networks
inferredcites →https://doi.org/10.1109/ictai52525.2021.00099openalex-snapshot
Causal Event Extraction using Iterated Dilated Convolutions with Semantic Convolutional Filters
inferredcites →https://doi.org/10.1109/rteict.2016.7807771openalex-snapshot
Rules based event extraction from natural language text
inferredcites →https://doi.org/10.1109/snams.2018.8554560openalex-snapshot
A Supervised Machine Learning Approach for Events Extraction out of Arabic Tweets
inferredcites →https://doi.org/10.1109/taslp.2020.3027201openalex-snapshot
Towards Extracting Absolute Event Timelines From English Clinical Reports
inferredcites →https://doi.org/10.1109/time.2006.27openalex-snapshot
Task-Oriented Extraction of Temporal Information: The Case of Clinical Narratives
inferredcites →https://doi.org/10.1109/tnnls.2021.3070843openalex-snapshot
A Survey on Knowledge Graphs: Representation, Acquisition, and Applications
inferredcites →https://doi.org/10.1111/j.1467-8640.1989.tb00329.xopenalex-snapshot
Moments and points in an interval‐based temporal logic
inferredcites →https://doi.org/10.1111/j.1467-8640.2011.00405.xopenalex-snapshot
HIGH-PRECISION BIOLOGICAL EVENT EXTRACTION: EFFECTS OF SYSTEM AND OF DATA
inferredcites →https://doi.org/10.1136/amiajnl-2013-001625openalex-snapshot
Combining rules and machine learning for extraction of temporal expressions and events from clinical narratives
inferredcites →https://doi.org/10.1136/amiajnl-2013-001628openalex-snapshot
Evaluating temporal relations in clinical text: 2012 i2b2 Challenge
inferredcites →https://doi.org/10.1136/jamia.2010.004077openalex-snapshot
Lancet: a high precision medication event extraction system for clinical text
inferredcites →https://doi.org/10.1145/3123266.3123294openalex-snapshot
Improving Event Extraction via Multimodal Integration
inferredcites →https://doi.org/10.1145/3241741openalex-snapshot
Relation Extraction Using Distant Supervision
inferredcites →https://doi.org/10.1145/3462475openalex-snapshot
Temporal Relation Extraction in Clinical Texts
inferredcites →https://doi.org/10.1145/3485447.3512083openalex-snapshot
Multi-level Recommendation Reasoning over Knowledge Graphs with Reinforcement Learning
inferredcites →https://doi.org/10.1145/3494533openalex-snapshot
Chinese Event Extraction via Graph Attention Network
inferredcites →https://doi.org/10.1162/coli_a_00075openalex-snapshot
Annotating and Learning Event Durations in Text
inferredcites →https://doi.org/10.1186/1471-2105-16-s10-s7openalex-snapshot
Adaptable, high recall, event extraction system with minimal configuration
inferredcites →https://doi.org/10.1186/s12859-018-2275-2openalex-snapshot
Biomedical event extraction based on GRU integrating attention mechanism
inferredcites →https://doi.org/10.1186/s12911-020-01333-5openalex-snapshot
Annotation and extraction of age and temporally-related events from clinical histories
inferredcites →https://doi.org/10.1186/s13326-016-0059-zopenalex-snapshot
Active learning for ontological event extraction incorporating named entity recognition and unknown word handling
inferredcites →https://doi.org/10.1609/aaai.v32i1.12034openalex-snapshot
Jointly Extracting Event Triggers and Arguments by Dependency-Bridge RNN and Tensor-Based Argument Interaction
inferredcites →https://doi.org/10.1609/aaai.v33i01.33016851openalex-snapshot
One for All: Neural Joint Modeling of Entities and Events
inferredcites →https://doi.org/10.1609/aaai.v34i03.5681openalex-snapshot
K-BERT: Enabling Language Representation with Knowledge Graph
inferredcites →https://doi.org/10.1609/aaai.v35i16.17721openalex-snapshot
Clinical Temporal Relation Extraction with Probabilistic Soft Logic Regularization and Global Inference
inferredcites →https://doi.org/10.1609/aaai.v35i7.16792openalex-snapshot
(Comet-) Atomic 2020: On Symbolic and Neural Commonsense Knowledge Graphs
inferredcites →https://doi.org/10.17559/tv-20210427063132openalex-snapshot
Construction of Event Knowledge Graph based on Semantic Analysis
inferredcites →https://doi.org/10.18653/v1/2020.aacl-main.75openalex-snapshot
More Data, More Relations, More Context and More Openness: A Review and Outlook for Relation Extraction
inferredcites →https://doi.org/10.18653/v1/2020.acl-main.667openalex-snapshot
A Two-Step Approach for Implicit Event Argument Detection
inferredcites →https://doi.org/10.18653/v1/2020.acl-main.718openalex-snapshot
Multi-Sentence Argument Linking
inferredcites →https://doi.org/10.18653/v1/2020.bionlp-1.7openalex-snapshot
A BERT-based One-Pass Multi-Task Model for Clinical Temporal Relation Extraction
inferredcites →https://doi.org/10.18653/v1/2020.emnlp-main.128openalex-snapshot
Event Extraction as Machine Reading Comprehension
inferredcites →https://doi.org/10.18653/v1/2020.emnlp-main.461openalex-snapshot
Domain Knowledge Empowered Structured Neural Net for End-to-End Event Temporal Relation Extraction
inferredcites →https://doi.org/10.18653/v1/2021.acl-long.217openalex-snapshot
Text2Event: Controllable Sequence-to-Structure Generation for End-to-end Event Extraction
inferredcites →https://doi.org/10.18653/v1/2021.acl-short.67openalex-snapshot
TIMERS: Document-level Temporal Relation Extraction
inferredcites →https://doi.org/10.18653/v1/2021.naacl-demos.7openalex-snapshot
EventPlus: A Temporal Event Understanding Pipeline
inferredcites →https://doi.org/10.18653/v1/2022.findings-naacl.29openalex-snapshot
Extracting Temporal Event Relation with Syntax-guided Graph Transformer
inferredcites →https://doi.org/10.18653/v1/d17-1108openalex-snapshot
A Structured Learning Approach to Temporal Relation Extraction
inferredcites →https://doi.org/10.18653/v1/d18-1155openalex-snapshot
Temporal Information Extraction by Predicting Relative Time-lines
inferredcites →https://doi.org/10.18653/v1/d18-1156openalex-snapshot
Jointly Multiple Events Extraction via Attention-based Graph Information Aggregation
inferredcites →https://doi.org/10.18653/v1/d19-1068openalex-snapshot
Neural Cross-Lingual Event Detection with Minimal Parallel Resources
inferredcites →https://doi.org/10.18653/v1/d19-1642openalex-snapshot
An Improved Neural Baseline for Temporal Relation Extraction
inferredcites →https://doi.org/10.18653/v1/e17-2118openalex-snapshot
Neural Temporal Relation Extraction
inferredcites →https://doi.org/10.18653/v1/k15-1028openalex-snapshot
Temporal Information Extraction from Korean Texts
inferredcites →https://doi.org/10.18653/v1/n16-1033openalex-snapshot
Joint Extraction of Events and Entities within a Document Context
inferredcites →https://doi.org/10.18653/v1/n16-1034openalex-snapshot
Joint Event Extraction via Recurrent Neural Networks
inferredcites →https://doi.org/10.18653/v1/n18-1077openalex-snapshot
Improving Temporal Relation Extraction with a Globally Acquired Statistical Resource
inferredcites →https://doi.org/10.18653/v1/n18-2026openalex-snapshot
Determining Event Durations: Models and Error Analysis
inferredcites →https://doi.org/10.18653/v1/p17-1039openalex-snapshot
Time Expression Analysis and Recognition Using Syntactic Token Types and General Heuristic Rules
inferredcites →https://doi.org/10.18653/v1/p17-2001openalex-snapshot
Classifying Temporal Relations by Bidirectional LSTM over Dependency Paths
inferredcites →https://doi.org/10.18653/v1/p17-2035openalex-snapshot
Neural Architecture for Temporal Relation Extraction: A Bi-LSTM Approach for Detecting Narrative Containers
inferredcites →https://doi.org/10.18653/v1/p19-1280openalex-snapshot
Fine-Grained Temporal Relation Extraction
inferredcites →https://doi.org/10.18653/v1/s15-2134openalex-snapshot
SemEval-2015 Task 5: QA TempEval - Evaluating Temporal Information Understanding with Question Answering
inferredcites →https://doi.org/10.18653/v1/s15-2136openalex-snapshot
SemEval-2015 Task 6: Clinical TempEval
inferredcites →https://doi.org/10.18653/v1/s16-1165openalex-snapshot
SemEval-2016 Task 12: Clinical TempEval
inferredcites →https://doi.org/10.18653/v1/s17-2093openalex-snapshot
SemEval-2017 Task 12: Clinical TempEval
inferredcites →https://doi.org/10.18653/v1/w16-1701openalex-snapshot
Building a Cross-document Event-Event Relation Corpus
inferredcites →https://doi.org/10.18653/v1/w19-5929openalex-snapshot
TDDiscourse: A Dataset for Discourse-Level Temporal Ordering of Events
inferredcites →https://doi.org/10.2139/ssrn.4482481openalex-snapshot
Temporal Relation Extraction with Contrastive Prototypical Sampling
inferredcites →https://doi.org/10.2352/j.imagingsci.technol.2021.65.6.060502openalex-snapshot
SWACG: A Hybrid Neural Network Integrating Sliding Window for Biomedical Event Trigger Extraction
inferredcites →https://doi.org/10.24963/ijcai.2019/753openalex-snapshot
Extracting Entities and Events as a Single Task Using a Transition-Based Neural Model
inferredcites →https://doi.org/10.26599/tst.2020.9010063openalex-snapshot
Event temporal relation extraction with attention mechanism and graph neural network
inferredcites →https://doi.org/10.3115/1220175.1220270openalex-snapshot
Machine learning of temporal relations
inferredcites →https://doi.org/10.3115/1621829.1621838openalex-snapshot
Can one language bootstrap the other
inferredcites →https://doi.org/10.3115/1629235.1629236openalex-snapshot
The stages of event extraction
inferredcites →https://doi.org/10.3115/1641968.1641972openalex-snapshot
Cross-lingual predicate cluster acquisition to improve bilingual event extraction by inductive learning
inferredcites →https://doi.org/10.3115/v1/p14-2082openalex-snapshot
An Annotation Framework for Dense Event Ordering
inferredcites →https://doi.org/10.3115/v1/p14-2136openalex-snapshot
Bilingual Event Extraction: a Case Study on Trigger Type Determination
inferredcites →https://doi.org/10.3115/v1/p15-1017openalex-snapshot
Event Extraction via Dynamic Multi-Pooling Convolutional Neural Networks
inferredcites →https://doi.org/10.3233/sw-140134openalex-snapshot
DBpedia – A large-scale, multilingual knowledge base extracted from Wikipedia
inferredcites →https://doi.org/10.3390/app11188319openalex-snapshot
A Survey on Recent Named Entity Recognition and Relationship Extraction Techniques on Clinical Texts
inferredcites →https://doi.org/10.3390/bdcc6040130openalex-snapshot
A Space-Time Framework for Sentiment Scope Analysis in Social Media
inferredcites →https://doi.org/10.48550/arxiv.2110.04186openalex-snapshot
Medical Dead-ends and Learning to Identify High-risk States and Treatments
inferredcites →https://doi.org/10.63317/3e7pegoxq8faopenalex-snapshot
Romanian TimeBank: An Annotated Parallel Corpus for Temporal Information
What points at this work
Incoming claims: where this work appears in other papers’ reference lists and arguments.
inferred← citeshttps://doi.org/10.1007/978-3-031-81322-1_27openalex-snapshot
From Document-Centric to Data-Centric Paradigm Shift by Employing Event Centric Knowledge Graphs: The Diavgeia.gov.gr Case
inferred← citeshttps://doi.org/10.1007/978-981-92-0378-9_22openalex-snapshot
DIAL-KG: Schema-Free Incremental Knowledge Graph Construction via Dynamic Schema Induction and Evolution-Intent Assessment
inferred← citeshttps://doi.org/10.1007/s10586-026-05989-yopenalex-snapshot
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inferred← citeshttps://doi.org/10.1016/j.eswa.2025.129291openalex-snapshot
Construction and application of conditional event-based knowledge graphs for electric power standards
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Cross-lingual transfer learning for knowledge graph acquisition: Paradigms, resources and challenges
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EOAC-LLM: An LLM-driven event ontology automatic construction system
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Dynamic Event Knowledge Graph–Based Fault Diagnosis for Multisensor Electromechanical Systems of Aviation Equipment and Its Application
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Temporal-Aware Person-Job Matching via LLM-Extracted Knowledge Graphs and Graph Convolution
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A Framework of Project Risk Simulation with Event Knowledge Graph
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Knowledge Graph Construction: Extraction, Learning, and Evaluation
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Towards a Unified Temporal and Event Logic Paradigm for Multi-Hop Path Reasoning in Knowledge Graphs
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Event Knowledge Graph for a Knowledge-Based Design Process Model for Additive Manufacturing
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Semi-automatic Knowledge Graph Construction Based on Deep Learning
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