2022 RFS FinTech with Itay Goldstein See RFS website

2020 RFS FinTech with Manju Puri See RFS website 

I co-chair FinTech conferences with Review of Financial Studies

with dual submission option to RFS

Sponsoring Editors of the RFS: Itay Goldstein (University of Pennsylvania) and Manju Puri (Duke University)



Submission deadline: October 25, 2021 (Email me if any questions)

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RFS website:  http://rfssfs.org/news/2022-gsu-rfs-fintech-conference/

 

SSRN announcement at https://www.ssrn.com/index.cfm/en/janda/announcement/?id=9160

 

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I service as


Management Science, Guest Associate Editor


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I host

GSU Capital Markets Workshops 

2020

Research Awards and Keynote speeches for FinTech, AI and Machine Learning

 

American Association of Individual Investors (AAII) Best paper award winner (with coauthors), From Man vs. Machine to Man + Machine: The Art and AI of Stock Analyses, 2022 Midwest Finance Association

 

Best Paper Award Winner (with coauthors), From Man vs. Machine to Man + Machine: The Art and AI of Stock Analyses, 2022 CFRC Conference, PBC School of Finance, Tsinghua University

 

Best Paper Award Winner (with coauthors), From Man vs. Machine to Man + Machine: The Art and AI of Stock Analyses, 2022 Annual Conference in Digital Economics, ACDE

 

Best Paper Award Winner (with coauthors), How to Talk When Machines are Listening: Corporate Disclosure in the Age of AI, 2021 CAPANA Research Conference

 

FMA 2021 Best Paper Semi-finalist in FinTech (with coauthors), Can Machines Understand Human Decisions: Dissecting Stock Forecasting Skill?

 

Keynote and Panel Speaker for “Latest NLP models in capital market research” at Technical University of Munich (Technische Universität München), Germany, Nov 18 - 19, 2021

 

Panel Speaker at the Academy of Management conference for “Textual and Voice Analysis for CEO Traits and Emotions: Challenges and Future Research Directions”, August 2022

 

Panel Speaker at “Toronto Rotman CPA Conference” (with 2,000 FinTech professional and industry participants), Canada

See video broadcasted on Feb 17, 2021


Keynote Speaker at “The Forth Dragon-Horse Accounting and Finance Symposium” (中央财大龙马论坛)

See video broadcasted on June 27, 2021

 

Keynote Speaker forJunior Faculty Consortium” organized by Renmin University (人民大), Nov 10 – 11, 2021       

Research Ideas Development 


Shared readings for Ph.D. students: Drawing Insights from Ph.D. seminars at Emory, Georgia, Maryland, Minnesota, and UT Dallas

Exploring the Art of Generating and Assessing Research Ideas

AI Textbook Development 

Machine Learning and AI, including ChatGPT, showcase extensive applicability across diverse domains. Nevertheless, domain knowledge is pivotal for the effective application of AI tools. This textbook is crafted to assist readers in comprehending domain-specific financial text and image data, which includes annual reports, press releases, conference calls, corporate images, corporate social media, and mutual fund disclosures. The book offers insights into data structures, textual content, features, potential use cases, and incorporates textual analysis tools, including ChatGPT.


Textbook for download

·  Analytics for Finance and Accounting: Data Structures and Applied AI

Tutorial videos for download

·  Each chapter of the textbook has tutorial videos for instructors and students. Please click the video link in the table of contents of the textbook.

Slides for download

·  Tutorial slides

Python tutorial for web crawling and fundamental textual analysis:

·  Crawling SEC Edgar

·  Parsing 10-K filings

·  Applying GPT: analyzing conference call transcripts using both API and web interface

The textbook has gained recognition and adoption in universities worldwide, serving as a valuable resource for undergraduate, master's, and PH.D. courses. Notable institutions, such as the University of Maryland (scheduled), Lancaster University, HKUST, University of Turku, Tsinghua University, and Renmin University.

By invitations, I develop 

One-week research workshops on Machine Learning, AI and FinTech for PhD students and junior faculty

invited by 

·   Video 1: Outlook of Fintech and AI research

·   Video 2: Textual analytic tools in Accounting and Finance

·   Video 3: ML literature review, unsupervised and transfer learning, and Google BERT

·   Video 4: Supervised and ensemble learning, Grid search for model tuning, ML examples in academic research

·   Video 5: Introduction to Knowledge Graph

 

·    See more Tutorial Videos on YouTube

·     Chinese version on Bilibili


Coverage for Research

Regulatory:


Media:

Selected FinTech, AI and Disclosure Works


   -  Presentation at Stockholm Business School (discussant: Tim LoughranVideo Link


   -  Presentation at Wolfe Investment Research Video in English , Video in Chinese