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cs.CL2022
Identifying epidemic related Tweets using noisy learning
Ramya Tekumalla, Juan M. Banda
Supervised learning algorithms are heavily reliant on annotated datasets to train machine learning models. However, the curation of the annotated datasets is laborious and time con…
cs.CL2022
TweetDIS: A Large Twitter Dataset for Natural Disasters Built using Weak Supervision
Ramya Tekumalla, Juan M. Banda
Social media is often utilized as a lifeline for communication during natural disasters. Traditionally, natural disaster tweets are filtered from the Twitter stream using the name…