We've created TopicWatch to enable a human analyst to become familiar with important and related information that is spread across many documents. This is done through a combination of machine learning and visualization to reveal the important details and high level patterns in a corpus or text.
Concretely we allow a user to:
Explore streams of text.
Analyze patterns in topics over time.
Retrieve documents and create figures.