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Categorization of tweets for damages: infrastructure and human damage assessment using fine-tuned BERT model

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References

2018CrisisMMD: Multimodal Twitter Datasets from Natural Disasters389 cited
2019Descriptive and visual summaries of disaster events using artificial intelligence techniques: case studies of Hurricanes Harvey, Irma, and Maria118 cited
2018Extracting and Summarizing Situational Information from the Twitter Social Media during Disasters110 cited
2021CrisisBench: Benchmarking Crisis-related Social Media Datasets for Humanitarian Information Processing91 cited
2015A Linguistically-driven Approach to Cross-Event Damage Assessment of Natural Disasters from Social Media Messages74 cited
2023Using artificial intelligence to identify emergency messages on social media during a natural disaster: A deep learning approach64 cited
2021Multi-modal classification of Twitter data during disasters for humanitarian response60 cited
2020Classifying informative and non-informative tweets from the twitter by adapting image features during disaster43 cited
2022Classification of crisis-related data on Twitter using a deep learning-based framework39 cited
2023A RoBERTa based model for identifying the multi-modal informative tweets during disaster32 cited

Cited by

2025Classification and severity assessment of disaster losses based on multi-modal information in social media14 cited
2024Leveraging VOSviewer approach for mapping, visualisation, and interpretation of crisis data for disaster management and decision-making12 cited

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