Exploitation of social media for emergency relief and preparedness: Recent research and trends

S Ghosh, K Ghosh, D Ganguly, T Chakraborty… - Information Systems …, 2018 - Springer
Abstract Online Social Media, such as Twitter, Facebook and WhatsApp, are important
sources of real-time information related to emergency events, including both natural …

An empirical evaluation of text representation schemes to filter the social media stream

S Modha, P Majumder, T Mandl - Journal of Experimental & …, 2022 - Taylor & Francis
Modeling text in a numerical representation is a prime task for any Natural Language
Processing downstream task such as text classification. This paper attempts to study the …

Information retrieval from microblogs during disasters: In the light of irmidis task

M Basu, K Ghosh, S Ghosh - SN Computer Science, 2020 - Springer
In last few years, microblogging sites like Twitter have been evolved as a repository of
critical situational information during various mass emergencies. However, messages …

[PDF][PDF] Key Takeaways from the Second Shared Task on Indian Language Summarization (ILSUM 2023).

S Satapara, P Mehta, S Modha, D Ganguly - FIRE (Working Notes), 2023 - ceur-ws.org
This paper provides an overview of the second edition of the shared task on Indian
Language Summarization (ILSUM) organized at the 15th Forum for Information Retrieval …

Identifying fact-checkable microblogs during disasters: a classification-ranking approach

D Barnwal, S Ghelani, R Krishna, M Basu… - Proceedings of the 20th …, 2019 - dl.acm.org
Microblogging sites are increasingly playing an important role in real-time disaster
management. However, rumors and fake news often spread on such platforms, which if not …

Cyberbullying detection in hindi-english code-mixed language using sentiment classification

S Tarwani, M Jethanandani, V Kant - … 2019, Ghaziabad, India, April 12–13 …, 2019 - Springer
Cyberbullying is one of the radical emerging problems with the advancements in the
Internet, connecting people around the globe by social media networks. Existing studies …

Interdisciplinary analysis of science communication on social media during the covid-19 crisis

T Mandl, S Jaki, H Mitera, F Schmidt - Knowledge, 2023 - mdpi.com
In times of crisis, science communication needs to be accessible and convincing. In order to
understand whether these two criteria apply to concrete science communication formats, it is …

Explainable BERT-LSTM Stacking for Sentiment Analysis of COVID-19 Vaccination

A Kumar, JP Singh, AK Singh - IEEE Transactions on …, 2023 - ieeexplore.ieee.org
Many people have been severely affected by the COVID-19 pandemic, which has caused
intense anxiety, fear, and complex feelings or emotions. People's emotions have changed …

Exploiting transfer learning and hand-crafted features in a unified neural model for identifying actionable informative tweets

AN Chy, UA Siddiqua, M Aono - Journal of Information Processing, 2021 - jstage.jst.go.jp
During emergencies and disaster situations, microblogging sites, especially twitter, can be
used as a source of providing situational information needs. Monitoring and identifying …

Optimizing topic modelling for comments on social networks: Reactions to science communication on covid

BC de Lima, RMA Baracho, T Mandl - World Conference on Information …, 2023 - Springer
Channels on social media which disseminate scientific information ot the public have been
of great importance during the COVID crisis. The authors of videos and texts as well as …