Owing to Twitter's data-sharing policy, we can't publicly share the data. But you can fill out this Google Form, and we can reach out to you with steps to procure the data.
Here are some high level statistics of our data:
| # Event Types | 7 |
|---|---|
| # Sentences | 2,561 |
| # Event Mentions | 2,889 |
| Average Event Mentions per Event | 413 |
We also present the statistics for the train-dev-test splits of our data below:
| Split | Disease | # Sentences | # Event Mentions |
|---|---|---|---|
| Train | COVID | 1,601 | 1,746 |
| Dev | COVID | 374 | 471 |
| Test | Mpox | 286 | 398 |
| Test | Zika/Dengue | 300 | 274 |
For all model training/evaluations, we utilize TextEE. Majorly we export our data as a dataset in this repo, create specific configs, and train/evaluate the models using the TextEE scripts.