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Bridging the gap between supervised classification and unsupervised topic modelling for social-media assisted crisis management (Adapt-NLP EACL 2021)

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bert-topics

Bridging the gap between supervised classification and unsupervised topic modelling for social-media assisted crisis management (Adapt-NLP EACL 2021)

Reproducibility

Google Colab to reproduce our experiments or download our finetuned models.

Human evaluation data and code are in bert-topics/human_eval

Anonymized snowstorm tweet dataset is in bert-topics/nlwx_anonymized.csv

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Bridging the gap between supervised classification and unsupervised topic modelling for social-media assisted crisis management (Adapt-NLP EACL 2021)

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