6 Years at AB|9 Years of Experience
Yuyu Fan is a Principal Data Scientist on the Investment Solutions and Sciences team. In this role, she leverages statistical, machine-learning and deep-learning models to draw insights from financial data. Prior to joining AB in 2018, Fan worked at College Board as a psychometrician intern, using machine-learning models to monitor test validity, reliability and security. She holds a BA in sociology from Zhejiang University (Hangzhou, China), MAs in sociology and psychology from Fordham University, and a PhD in psychometrics and quantitative psychology from Fordham University. Location: New York
Natural language processing can give investment managers an early warning about negative ESG news.
Yuyu Fan, Kathleen Dumes, Patrick O'Connell, Evan Follis | 27 February 2025A richer dialogue between human experts and large language models may improve outcomes.
Andrew Chin, Yuyu Fan | 21 June 2024If investors are detectives seeking clues for outperformance in the US large-cap equity market, natural language processing is a team of tireless assistants.
Andrew Chin, Yuyu Fan | 23 April 2024In research contributed to the Journal Investment Management, AB's data science experts test the efficacy of text mining techniques and find that there are opportunities to use these signals in stock selection.
Andrew Chin, Yuyu Fan | 24 May 2023This is a marketing communication. This information is provided by AllianceBernstein Limited, 60 London Wall, London, EC2M 5SJ. Registered in England, No. 2551144. AllianceBernstein Limited is authorised and regulated in the UK by the Financial Conduct Authority (FCA - Reference Number 147956). It is provided for informational purposes only and does not constitute investment advice or an invitation to purchase any security or other investment. The views and opinions expressed are based on our internal forecasts and should not be relied upon as an indication of future market performance. The value of investments in any of the Funds can go down as well as up and investors may not get back the full amount invested. Past performance does not guarantee future results. This information is directed at Professional Clients only and is not intended for public use.