Multi-task Models for Multi-faceted Classification of Pandemic Information on Social Media

Author:

Yu Xinchen1,Xie Zhuoli2,Mashhadi Afra3,Hong Lingzi1

Affiliation:

1. Information Science, University of North Texas, USA

2. TAMS, University of North Texas, USA

3. Computing & Software Systems, University of Washington Bothell, USA

Publisher

ACM

Reference46 articles.

1. Alan Aipe , N Mukuntha , Asif Ekbal , and Sadao Kurohashi . 2018 . Deep learning approach towards multi-label classification of crisis related tweets . In Proceedings of the 15th ISCRAM Conference. Alan Aipe, N Mukuntha, Asif Ekbal, and Sadao Kurohashi. 2018. Deep learning approach towards multi-label classification of crisis related tweets. In Proceedings of the 15th ISCRAM Conference.

2. Domain Adaptation with Adversarial Training and Graph Embeddings

3. Firoj Alam , Ferda Ofli , and Muhammad Imran . 2018 . Crisismmd: Multimodal twitter datasets from natural disasters . In Proceedings of the International AAAI Conference on Web and Social Media, Vol. 12 . Firoj Alam, Ferda Ofli, and Muhammad Imran. 2018. Crisismmd: Multimodal twitter datasets from natural disasters. In Proceedings of the International AAAI Conference on Web and Social Media, Vol. 12.

4. Firoj Alam , Umair Qazi , Muhammad Imran , and Ferda Ofli . 2021 . HumAID: Human-Annotated Disaster Incidents Data from Twitter with Deep Learning Benchmarks . In Proceedings of the International AAAI Conference on Web and Social Media, Vol. 15 . 933–942. Firoj Alam, Umair Qazi, Muhammad Imran, and Ferda Ofli. 2021. HumAID: Human-Annotated Disaster Incidents Data from Twitter with Deep Learning Benchmarks. In Proceedings of the International AAAI Conference on Web and Social Media, Vol. 15. 933–942.

5. Firoj Alam , Hassan Sajjad , Muhammad Imran , and Ferda Ofli . 2021 . CrisisBench: Benchmarking Crisis-related Social Media Datasets for Humanitarian Information Processing . In Proceedings of the International AAAI Conference on Web and Social Media, Vol. 15 . 923–932. Firoj Alam, Hassan Sajjad, Muhammad Imran, and Ferda Ofli. 2021. CrisisBench: Benchmarking Crisis-related Social Media Datasets for Humanitarian Information Processing. In Proceedings of the International AAAI Conference on Web and Social Media, Vol. 15. 923–932.

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