Model | Parent model | Original task | Published | Downloads | Vax-skeptic | Pro-vax | Time |
---|---|---|---|---|---|---|---|
AUC | AUC | ||||||
Vaccinating-covid-tweets (Pak and Paroubek 2010) | Bertweet-base | Classification | 2021 | 19 K | 0.810 | 0.747 | 12.98 |
– | Fill-Mask | 2019 | 161 K | 0.793 | 0.743 | 3.88 | |
Covid-twitter-bert (Müller et al. 2020) | Bert-large | Fill-Mask | 2020 | 8.5 K | 0.787 | 0.753 | 34.72 |
– | Fill-Mask | 2019 | 72.5 K | 0.779 | 0.732 | 6.17 | |
Bertweet-covid19-base (Nguyen et al. 2020) | Bertweet-base | Fill-Mask | 2020 | 24.9 K | 0.766 | 0.737 | 12.89 |
Bertweet-base (Nguyen et al. 2020) | Bert-base | Fill-Mask | 2020 | 71.4 K | 0.765 | 0.742 | 13.01 |
– | Fill-Mask | 2019 | 54.5 K | 0.751 | 0.701 | 2.66 | |
– | Fill-Mask | 2019 | 129 K | 0.709 | 0.639 | 1.84 | |
Bert-base (Devlin et al. 2018) | – | Fill-Mask | 2018 | 16107 K | 0.709 | 0.700 | 13.53 |
Bertweet-large (Nguyen et al. 2020) | Bert-large | Fill-Mask | 2020 | 8 K | 0.575 | 0.605 | 34.05 |
Bert-large (Devlin et al. 2018) | – | Fill-Mask | 2018 | 532 K | 0.556 | 0.580 | 34.52 |