Forecasting COVID-19 caseloads using unsupervised embedding clusters of social media posts

We present a novel approach incorporating transformer-based language models into infectious disease modelling. Text-derived features are quantified by tracking high-density clusters of sentence-level representations of Reddit posts within specific US states’ COVID-19 subreddits. We benchmark these c...

সম্পূর্ণ বিবরণ

গ্রন্থ-পঞ্জীর বিবরন
প্রধান লেখক: Drinkall, F, Zohren, S, Pierrehumbert, JB
বিন্যাস: Conference item
ভাষা:English
প্রকাশিত: Association for Computational Linguistics 2022

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