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A RoBERTa based model for identifying the multi-modal informative tweets during disaster · Study

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ArticleA RoBERTa based model for identifying the multi-modal informative tweets during disaster

Sreenivasulu Madichetty2023

Article2023

A RoBERTa based model for identifying the multi-modal informative tweets during disaster

Sreenivasulu Madichetty · M. Srıdevı · Sreekanth Madisetty

32 citations·0/0 files stored·Multimedia Tools and Applications

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Public Relations and Crisis Communication Multimodal Machine Learning Applications Text and Document Classification Technologies

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References

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

Cited by

2024Categorization of tweets for damages: infrastructure and human damage assessment using fine-tuned BERT model 2024A review of deep learning techniques for disaster management in social media: trends and challenges 2024Active Learning for Identifying Disaster-Related Tweets: A Comparison with Keyword Filtering and Generic Fine-Tuning

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2020Classifying informative and non-informative tweets from the twitter by adapting image features during disasterarticle · 5 shared references 2021Multi-modal classification of Twitter data during disasters for humanitarian responsearticle · 3 shared references 2021Review article: Detection of actionable tweets in crisis eventsarticle · 3 shared references 2021Development of Social Media Analytics System for Emergency Event Detection and Crisis Managementarticle · 3 shared references 2021Emergent Use of Artificial Intelligence and Social Media for Disaster Managementchapter · 3 shared references 2023Natural Disaster Tweets Classification Using Multimodal Dataother · 3 shared references

Details

Year2023

Typearticle

Published2023-03-29

VenueMultimedia Tools and Applications

ISSN-L1380-7501

Languageen

Citations32

Files0 public / 0

ShelfPublic Relations and Crisis Communication

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doi10.1007/s11042-023-14780-9

openalex_workW4361197640

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