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CrisisMMD: Multimodal Twitter Datasets from Natural Disasters

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References

2010Microblogging during two natural hazards events1,432 cited
2014Social media and disasters: a functional framework for social media use in disaster planning, response, and research867 cited
2015Processing Social Media Messages in Mass Emergency800 cited
2015What to Expect When the Unexpected Happens399 cited
2014CrisisLex: A Lexicon for Collecting and Filtering Microblogged Communications in Crises395 cited

Cited by

2019Social media for intelligent public information and warning in disasters: An interdisciplinary review293 cited
2020Using AI and Social Media Multimodal Content for Disaster Response and Management: Opportunities, Challenges, and Future Directions220 cited
2020A Hybrid Machine Learning Pipeline for Automated Mapping of Events and Locations From Social Media in Disasters135 cited
2019Natural disasters detection in social media and satellite imagery: a survey125 cited
2019Descriptive and visual summaries of disaster events using artificial intelligence techniques: case studies of Hurricanes Harvey, Irma, and Maria118 cited
2021HumAID: Human-Annotated Disaster Incidents Data from Twitter with Deep Learning Benchmarks94 cited
2020Deep Learning Benchmarks and Datasets for Social Media Image Classification for Disaster Response92 cited
2021CrisisBench: Benchmarking Crisis-related Social Media Datasets for Humanitarian Information Processing

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91 cited

2021Automated Machine Learning Approaches for Emergency Response and Coordination via Social Media in the Aftermath of a Disaster: A Review82 cited

2022Extraction and analysis of natural disaster-related VGI from social media: review, opportunities and challenges71 cited

2019VOST: A case study in voluntary digital participation for collaborative emergency management68 cited

2021Disaster Image Classification by Fusing Multimodal Social Media Data67 cited

2019Multimodal Analysis of Disaster Tweets63 cited

2021Multi-modal classification of Twitter data during disasters for humanitarian response60 cited

2021Multi-source Multimodal Data and Deep Learning for Disaster Response: A Systematic Review60 cited

2019Detecting Informative Tweets during Disaster using Deep Neural Networks56 cited