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Graph Based Semi-Supervised Learning with Convolution Neural Networks to Classify Crisis Related Tweets

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References

2017Robust Classification of Crisis-Related Data on Social Networks Using Convolutional Neural Networks197 cited
2014Integrating Social Media Communications into the Rapid Assessment of Sudden Onset Disasters107 cited
2014Processing Social Media Messages in Mass Emergency: A Survey100 cited
2013Aid is Out There: Looking for Help from Tweets during a Large Scale Disaster90 cited

Cited by

2021Multi-source Multimodal Data and Deep Learning for Disaster Response: A Systematic Review60 cited
2020Fighting disaster misinformation in Latin America: the #19S Mexican earthquake case study44 cited
2022Classification of crisis-related data on Twitter using a deep learning-based framework39 cited
2024A social context-aware graph-based multimodal attentive learning framework for disaster content classification during emergencies36 cited
2020Detection of situational information from Twitter during disaster using deep learning models34 cited
2021A Neural-Based Approach for Detecting the Situational Information From Twitter During Disaster33 cited
2024SatCoBiLSTM: Self-attention based hybrid deep learning framework for crisis event detection in social media32 cited
2020Unsupervised Detection of Sub-Events in Large Scale Disasters32 cited
2023A RoBERTa based model for identifying the multi-modal informative tweets during disaster32 cited

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2022Towards an Interpretable Approach to Classify and Summarize Crisis Events from Microblogs25 cited

2021Emergent Use of Artificial Intelligence and Social Media for Disaster Management18 cited

2022A multi-level analytic framework for disaster situational awareness using Twitter data18 cited

2019Newswire versus Social Media for Disaster Response and Recovery13 cited

2022Rationale Aware Contrastive Learning Based Approach to Classify and Summarize Crisis-Related Microblogs12 cited

2024Surveying the Use of Social Media Data and Natural Language Processing Techniques to Investigate Natural Disasters10 cited

2024AI-Empowered Multimodal Hierarchical Graph-Based Learning for Situation Awareness on Enhancing Disaster Responses7 cited