NLP in Finance: Realities, Challenges, and Possibilities скачать в хорошем качестве

NLP in Finance: Realities, Challenges, and Possibilities

Presented by: Oana Frunza – VP of AI research, Machine Learning Research Department at Morgan Stanley In this talk I will go over a selection of high-level financial applications where NLP solutions facilitate increased efficiencies and generate competitive advantages. Then, I will go into detail on an information extraction application that uses Federal Open Market Committee (FOMC) statements. The methodology can identify, extract, and assign sentiment scores to important economic factors e.g. unemployment, economic activity, etc. that are mentioned in the statements.