Teaching & Talks

Verifying and Auditing Forward-Looking Statements

The First Workshop on Information Retrieval for Accountability and Integrity, ECIR-2026

When Language No Longer Speaks Directly to Humans: Who Is Speaking to Whom? Power Shifts in LLM-Mediated Communication

UKP Lab, TU Darmstadt

From Data to Decision: Generating Insights that Drive Better Choices

Keynote — Taiwan AI Cup

From Disinformation to Broken Promises: The Challenge of Truth Verification

ELLIS · Site ↗

Human-Centric Evaluation for Financial Decision-Making

International Joint Workshop on Explainable AI in Finance: Achieving Trustworthy Financial Decision-Making (ICAIF-2025) · Site ↗

Financial Insight Generation

VinUniversity, Vietnam

Simulating the Daily Workflow of Financial Analysts

NLP Course, Academia Sinica

LLMs for Complex Insight Generation: Possibilities and Challenges

Advances in Financial AI Workshop (ICLR-2025) · Site ↗

Financial Opinion Recommendation from Personalization, Profitability, and Rationality Aspects

Fin-Recsys Workshop (IJCAI-2024)

Forward-Looking Statement Analysis

NLP and IR Course, Academia Sinica

From Argument Mining to Agent-Based Modeling

Chung-Ang University, South Korea

From Opinion Mining to Financial Argument Mining

Bank of America Quant Speaker Series (London)

Opining Ranking in Finance

The 4th Workshop on Knowledge Discovery from Unstructured Data in Financial Services, SIGIR-2023 · Site ↗

Fine-Grained Financial Opinion Mining

Bloomberg CTO Data Science Speaker Series, Bloomberg (Princeton) · Tweet ↗

Opinion Mining and Argument Generation in Finance

National Institute of Informatics, Japan

Fine-Grained Opinion Mining in Finance

CBS Research Seminar, The Hong Kong Polytechnic University

NLP in FinTech Applications

AIST Artificial Intelligence Research Center International Symposium · Site ↗

NLP in FinTech Applications: Past, Present and Future

Workshop on Knowledge Graphs in Finance and Economics, AKBC-2022 · Site ↗ pdf ↗

Argument Mining in Finance

Panelist, The 9th Workshop on Argument Mining · Site ↗

FinTech for Social Good

The Fintech and Green Finance Center, National Taipei University · pdf ↗

NLP + X

Science and Technology Law Workshop

From Opinion Mining to Financial Argument Mining

NLP and IR Course, Academia Sinica

NLP in FinTech Applications

NLP and IR Course, Academia Sinica

Fine-grained Opinion Mining

NLP and IR Course, Academia Sinica

NLP in FinTech Applications

NLP and IR Course, Academia Sinica

Financial Opinion Mining

TIGP SNHCC Program, Academia Sinica

Overview of Recent FinTech Trend

Jih Sun Securities

Anatomy of FinTech Innovation

Department of Finance, Minghsin University of Science and Technology

Analyzing Social Media Data with NLP Techniques for Financial Application

Summer Course — Mathematical Finance and FinTech, Academia Sinica

Fine-grained Analysis of Financial Tweet

United Daily News Group

Big Data Analysis

Fintech and Big Data Course, Taiwan Financial Engineers and Traders Association

Stock Chart Pattern Recognition

Finance and Technology Reading Club

Overview of Recent Biotech Industry

Industrial Bank of Taiwan Securities