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HumAID: Human-Annotated Disaster Incidents Data from Twitter with Deep Learning Benchmarks
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HumAID: Human-Annotated Disaster Incidents Data from Twitter with Deep Learning Benchmarks (2021)HumAID: Human-Annotated Disaster Incident…TweetTracker: An Analysis Tool for Humanitarian and Disaster Relief (2021)TweetTracker: An Analysis Too…HISTORIAE, History of Socio-Cultural Transformation as Linguistic Data Science. A Humanities Use Case (2019)HISTORIAE, History of Socio-C…Descriptive and visual summaries of disaster events using artificial intelligence techniques: case studies of Hurricanes Harvey, Irma, and Maria (2019)Descriptive and visual summar…Twitter as a tool for the management and analysis of emergency situations: A systematic literature review (2018)Twitter as a tool for the man…CrisisMMD: Multimodal Twitter Datasets from Natural Disasters (2018)CrisisMMD: Multimodal Twitter…Robust Classification of Crisis-Related Data on Social Networks Using Convolutional Neural Networks (2017)Robust Classification of Cris…Twitter as a Lifeline: Human-annotated Twitter Corpora for NLP of Crisis-related Messages (2016)Twitter as a Lifeline: Human-…Big Crisis Data (2016)Big Crisis DataProcessing Social Media Messages in Mass Emergency: A Survey (2014)Processing Social Media Messa…Integrating Social Media Communications into the Rapid Assessment of Sudden Onset Disasters (2014)Integrating Social Media Comm…CrisisLex: A Lexicon for Collecting and Filtering Microblogged Communications in Crises (2014)CrisisLex: A Lexicon for Coll…Practical extraction of disaster-relevant information from social media (2013)Practical extraction of disas…The Measurement of Observer Agreement for Categorical Data (1977)The Measurement of Observer A…Estimating the Reliability, Systematic Error and Random Error of Interval Data (1970)Estimating the Reliability, S…Utilizing LLMs and ML Algorithms in Disaster-Related Social Media Content (2025)Utilizing LLMs and ML Algorit…Social Media Analytics for Disaster Response: Classification and Geospatial Visualization Framework (2025)Social Media Analytics for Di…Multimodal Social Sensing for the Spatio-Temporal Evolution and Assessment of Nature Disasters (2024)Multimodal Social Sensing for…Leveraging VOSviewer approach for mapping, visualisation, and interpretation of crisis data for disaster management and decision-making (2024)Leveraging VOSviewer approach…Harnessing prompt-based large language models for disaster monitoring and automated reporting from social media feedback (2024)Harnessing prompt-based large…Cross-Lingual and Cross-Domain Crisis Classification for Low-Resource Scenarios (2023)Cross-Lingual and Cross-Domai…Identifying humanitarian information for emergency response by modeling the correlation and independence between text and images (2022)Identifying humanitarian info…CrisisLTLSum: A Benchmark for Local Crisis Event Timeline Extraction and Summarization (2022)CrisisLTLSum: A Benchmark for…A Methodology for enhancing Emergency Situational Awareness through Social Media (2022)A Methodology for enhancing E…CrisisBench: Benchmarking Crisis-related Social Media Datasets for Humanitarian Information Processing (2021)CrisisBench: Benchmarking Cri…Emergency situation awareness from twitter for crisis management (2012)Extracting Information Nuggets from Disaster- Related Messages in Social Media (2013)Geographic Situational Awareness: Mining Tweets for Disaster Preparedness, Emergency Response, Impact, and Recovery (2015)Data-Driven Techniques in Disaster Information Management (2017)Social media analytics for natural disaster management (2017)Rank Correlation Methods. 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References

  • 1977The Measurement of Observer Agreement for Categorical Data81,000 cited
  • 2019HISTORIAE, History of Socio-Cultural Transformation as Linguistic Data Science. A Humanities Use Case16,511 cited
  • 1970Estimating the Reliability, Systematic Error and Random Error of Interval Data493 cited
  • 2014CrisisLex: A Lexicon for Collecting and Filtering Microblogged Communications in Crises395 cited
  • 2018CrisisMMD: Multimodal Twitter Datasets from Natural Disasters389 cited
  • 2013Practical extraction of disaster-relevant information from social media241 cited
  • 2016Twitter as a Lifeline: Human-annotated Twitter Corpora for NLP of Crisis-related Messages239 cited
  • 2018Twitter as a tool for the management and analysis of emergency situations: A systematic literature review213 cited
  • 2021TweetTracker: An Analysis Tool for Humanitarian and Disaster Relief203 cited
  • 2017Robust Classification of Crisis-Related Data on Social Networks Using Convolutional Neural Networks197 cited
  • 2016Big Crisis Data189 cited
  • 2019Descriptive and visual summaries of disaster events using artificial intelligence techniques: case studies of Hurricanes Harvey, Irma, and Maria118 cited
  • 2014Integrating Social Media Communications into the Rapid Assessment of Sudden Onset Disasters107 cited
  • 2014Processing Social Media Messages in Mass Emergency: A Survey

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Cited by

  • 2021CrisisBench: Benchmarking Crisis-related Social Media Datasets for Humanitarian Information Processing91 cited
  • 2024Harnessing prompt-based large language models for disaster monitoring and automated reporting from social media feedback32 cited
  • 2022Identifying humanitarian information for emergency response by modeling the correlation and independence between text and images21 cited
  • 2025Social Media Analytics for Disaster Response: Classification and Geospatial Visualization Framework16 cited
  • 2025Utilizing LLMs and ML Algorithms in Disaster-Related Social Media Content16 cited
  • 2024Multimodal Social Sensing for the Spatio-Temporal Evolution and Assessment of Nature Disasters13 cited
  • 2024Leveraging VOSviewer approach for mapping, visualisation, and interpretation of crisis data for disaster management and decision-making12 cited
  • 2023Cross-Lingual and Cross-Domain Crisis Classification for Low-Resource Scenarios11 cited
  • 2022CrisisLTLSum: A Benchmark for Local Crisis Event Timeline Extraction and Summarization9 cited
  • 2022A Methodology for enhancing Emergency Situational Awareness through Social Media8 cited