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A RoBERTa based model for identifying the multi-modal informative tweets during disaster
8 references·4 citing·43 second hop
A RoBERTa based model for identifying the multi-modal informative tweets during disaster (2023)A RoBERTa based model for identifying the…A Hybrid Machine Learning Pipeline for Automated Mapping of Events and Locations From Social Media in Disasters (2020)A Hybrid Machine Learning Pip…Multimodal Analysis of Disaster Tweets (2019)Multimodal Analysis of Disast…Detecting Informative Tweets during Disaster using Deep Neural Networks (2019)Detecting Informative Tweets …Descriptive and visual summaries of disaster events using artificial intelligence techniques: case studies of Hurricanes Harvey, Irma, and Maria (2019)Descriptive and visual summar…Graph Based Semi-Supervised Learning with Convolution Neural Networks to Classify Crisis Related Tweets (2018)Graph Based Semi-Supervised L…CrisisMMD: Multimodal Twitter Datasets from Natural Disasters (2018)CrisisMMD: Multimodal Twitter…On Identifying Disaster-Related Tweets: Matching-Based or Learning-Based? (2017)On Identifying Disaster-Relat…Social media and disasters: a functional framework for social media use in disaster planning, response, and research (2014)Social media and disasters: a…Smart crisis response leveraging social media content for effective disaster management (2025)Smart crisis response leverag…Categorization of tweets for damages: infrastructure and human damage assessment using fine-tuned BERT model (2024)Categorization of tweets for …Active Learning for Identifying Disaster-Related Tweets: A Comparison with Keyword Filtering and Generic Fine-Tuning (2024)Active Learning for Identifyi…A review of deep learning techniques for disaster management in social media: trends and challenges (2024)A review of deep learning tec…Basics of qualitative research : techniques and procedures for developing grounded theory (1998)Community Resilience as a Metaphor, Theory, Set of Capacities, and Strategy for Disaster Readiness (2007)Here comes everybody: the power of organizing without organizations (2008)Communicating on Twitter during a disaster: An analysis of tweets during Typhoon Haiyan in the Philippines (2015)Social network analysis: Characteristics of online social networks after a disaster (2017)Microblogging during two natural hazards events (2010)Processing Social Media Messages in Mass Emergency (2015)Social media for intelligent public information and warning in disasters: An interdisciplinary review (2019)Using AI and Social Media Multimodal Content for Disaster Response and Management: Opportunities, Challenges, and Future Directions (2020)Integrating Social Media Communications into the Rapid Assessment of Sudden Onset Disasters (2014)Processing Social Media Messages in Mass Emergency: A Survey (2014)Robust Classification of Crisis-Related Data on Social Networks Using Convolutional Neural Networks (2017)Fighting disaster misinformation in Latin America: the #19S Mexican earthquake case study (2020)Deep Cross-Corpus Speech Emotion Recognition: Recent Advances and Perspectives (2021)Multi-source Multimodal Data and Deep Learning for Disaster Response: A Systematic Review (2021)Research Design: Qualitative, Quantitative, and Mixed Methods Approaches (1994)Case Study Research and Applications: Design and Methods (2017)Research Design: Qualitative, Quantitative, and Mixed Methods Approaches (2018)Can we detect trends in natural disaster management with artificial intelligence? A review of modeling practices (2020)Quality management in humanitarian operations and disaster relief management: a review and future research directions (2020)HumAID: Human-Annotated Disaster Incidents Data from Twitter with Deep Learning Benchmarks (2021)Twitter under crisis (2010)Classifying informative and non-informative tweets from the twitter by adapting image features during disaster (2020)Crisis-DIAS: Towards Multimodal Damage Analysis - Deployment, Challenges and Assessment (2020)Toward an Integrated Disaster Management Approach: How Artificial Intelligence Can Boost Disaster Management (2021)#Outage: Detecting Power and Communication Outages from Social Networks (2020)Comparison of Public Responses to Containment Measures During the Initial Outbreak and Resurgence of COVID-19 in China: Infodemiology Study (2021)Is the Sample Good Enough? Comparing Data from Twitter's Streaming API with Twitter's Firehose (2021)Review article: Detection of actionable tweets in crisis events (2021)Discover breaking events with popular hashtags in twitter (2012)Extracting Information Nuggets from Disaster- Related Messages in Social Media (2013)Multi-modal classification of Twitter data during disasters for humanitarian response (2021)Identifying humanitarian information for emergency response by modeling the correlation and independence between text and images (2022)Natural Disaster Tweets Classification Using Multimodal Data (2023)AIDR (2014)Understanding Human Mobility from Twitter (2015)Spatial biases in crowdsourced data: Social media content attention concentrates on populous areas in disasters (2020)Community-scale big data reveals disparate impacts of the Texas winter storm of 2021 and its managed power outage (2022)Social media use in disaster recovery: A systematic literature review (2022)Extracting and Summarizing Situational Information from the Twitter Social Media during Disasters (2018)Leveraging VOSviewer approach for mapping, visualisation, and interpretation of crisis data for disaster management and decision-making (2024)Classification and severity assessment of disaster losses based on multi-modal information in social media (2025)An exploratory study of COVID-19 misinformation on Twitter (2021)
this work references cited by second hop

References

  • 2014Social media and disasters: a functional framework for social media use in disaster planning, response, and research867 cited
  • 2018CrisisMMD: Multimodal Twitter Datasets from Natural Disasters389 cited
  • 2020A Hybrid Machine Learning Pipeline for Automated Mapping of Events and Locations From Social Media in Disasters135 cited
  • 2019Descriptive and visual summaries of disaster events using artificial intelligence techniques: case studies of Hurricanes Harvey, Irma, and Maria118 cited
  • 2018Graph Based Semi-Supervised Learning with Convolution Neural Networks to Classify Crisis Related Tweets69 cited
  • 2019Multimodal Analysis of Disaster Tweets63 cited
  • 2017On Identifying Disaster-Related Tweets: Matching-Based or Learning-Based?60 cited
  • 2019Detecting Informative Tweets during Disaster using Deep Neural Networks56 cited

Cited by

  • 2024Categorization of tweets for damages: infrastructure and human damage assessment using fine-tuned BERT model20 cited
  • 2024A review of deep learning techniques for disaster management in social media: trends and challenges14 cited
  • 2024Active Learning for Identifying Disaster-Related Tweets: A Comparison with Keyword Filtering and Generic Fine-Tuning12 cited
  • 2025Smart crisis response leveraging social media content for effective disaster management6 cited

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