Enhanced Earthquake Impact Analysis based on Social Media Texts via Large Language Model
Published in International Journal of Disaster Risk Reduction, 2024
This study proposes the first domain-specific LLM model and an integrated method for rapid earthquake impact assessment, which can effectively enhance the impact assessment process by accurate detection of noisy microblogs, therefore enabling effective post-disaster emergency responses.
Recommended citation: Han, J., Zheng, Z., Lu, X.Z., Chen, K.Y., Lin, J.R.* (2024). Enhanced Earthquake Impact Analysis based on Social Media Texts via Large Language Model. International Journal of Disaster Risk Reduction, 109, 104574. doi: 10.1016/j.ijdrr.2024.104574 http://doi.org/10.1016/j.ijdrr.2024.104574