[Colloquium] Jingwen Jiang Candidacy Exam/Mar 7, 2022
Megan Woodward
meganwoodward at uchicago.edu
Fri Feb 18 09:52:14 CST 2022
This is an announcement of Jingwen Jiang's Candidacy Exam.
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Candidate: Jingwen Jiang
Date: Monday, March 07, 2022
Time: 3 pm CST
Remote Location: https://uchicago.zoom.us/j/97728535041?pwd=RndQc0laTGhTUE13WEFtVG5ENkJmdz09 Meeting ID: 977 2853 5041 Passcode: 124977
Title: Predicting Stock Returns with News
Abstract: We explore the return predictability of alternative data -- news text using NLP techniques. The best performing model BERT demonstrates better understanding of news content within context than classical models. We further show that emotions lying behind the news also play a role in the cross-section of expected returns.
Advisors: Janos Simon and Dacheng Xiu
Committee: Chenhao Tan, Janos Simon, and Dacheng Xiu
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