In this blog post, we will introduce two use cases for text analysis based on deep learning: text similarity scoring and zero-shot text labeling. These functionalities are now available in the latest release (v5.1.1) of the Splunk App for Data Science and Deep Learning (DSDL), available for Splunk Cloud Platform and Splunk Enterprise. We will provide step-by-step demonstrations of how to use these features in this blog.