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Opportunities and Challenges of Applying Advances in NLP to Healthcare

Application of natural language processing methodologies for domain specific languages, such as biomedical text, is often a challenge.

However, a more challenging aspect of processing data in these domains is that they do not sample all of the available knowledge space.

In this talk, I will summarize our recent work that aims to address the “needle in a haystack” problem. I will also briefly describe how our collaborative NLP platform not only powers use case delivery but also drives our research interests forward.

Supporting Mental Healthcare Delivery Using NLP

Today, mental healthcare services are available on-demand, 24×7, anywhere. At the same time, delivery of these services is severely supply constrained. Machine...