Multi-Label Text classification model used to decode if passages contain a misfortunate event, a cause for misfortune, and/or an action to mollify or prevent some misfortune. The current F1 micro score of 140 passages not used for training is .838. individual class f1 scores shown below. <br>EVENT: 0.914 <br>CAUSE: 0.797 <br>ACTION: 0.794 <br>

<br><br><br> For a quick demo, try typing in a sentence or even a paragraph in the <b>Hosted inference API</b> then pressing "compute"!