Ministry of Science and Technology Research Program

● Aug 2022 – Jul 2023

Using ClimateBERT to analyze the content of banks' Climate Related Financial Information (TCFD) reports and their relevance to the environmental performance of banks' corporate finance customers: Are the TCFD - supporting banks walking the talk or greenwashing?

● Aug 2021 – Jan 2023

Constructing a M&A success prediction system based on ESG similarity using text analytics and hybrid machine learning models prediction system

● Aug 2018 – Jan 2020

Exploring whether web-based risk sentiment indicators can help predict financial crises: A case study of Taiwanese listed companies

● Aug 2016 – Jan 2018

Exploring the determinants of future hedge fund performance: systemic risk or fund-specific risk?

● Aug 2015 – Jul 2016

Exploring the effect of corporate social responsibility performance and credit rating on the ability to explain the cost of equity

● Aug 2014 – Jul 2015

To explore the correlation between active risk, active risk volatility, operational performance, management fees and performance fees of hedge funds

● Aug 2013 – Jul 2014

Exploring whether technical trading rules have incremental predictive power for GARCH models - the example of foreign exchange volatility

● Aug 2012 – Jul 2013

Examining the impact of risk-varying behavior of hedge funds on fund survivability

● Aug 2011 – Jul 2012

Exploring the relationship between firms' corporate-social-responsibility performance and their financial performance and stock abnormal returns