Agent AI for Finance
From Financial Argument Mining to Agent-Based Modeling — a comprehensive treatment of how agentic AI reshapes financial analysis. Published by Springer.
Read it free (Open Access)
Assistant Professor, National Institute of Informatics, Japan
Principal Investigator, Human-Agent Ally Lab (HAA Lab)
Chair, ACL SIG-FinTech (Founder, elected 2026–2028)
From Financial Argument Mining to Agent-Based Modeling — a comprehensive treatment of how agentic AI reshapes financial analysis. Published by Springer.
Read it free (Open Access)I welcome applications from PhD students, research interns, and postdoctoral fellows interested in human-agent research, NLP, and high-stakes decision-making.
Open positions at HAA LabChair of ACL SIG-FinTech (elected, 2026–2028) ↗
Program Committee Co-Chair, NTCIR-19 ↗
Invited Participant, Dagstuhl Seminar 26461 on Responsible AI & Misinformation
Organizer of FinNLP @ EMNLP-2026 ↗
Organizer of FinArg-3 @ NTCIR-19 ↗
Organizer of RegCom @ NTCIR-19 ↗
Organizer of Live Commentary Planning & Generation, GenChal @ INLG-2026 ↗
Organizer of Agentic AI, Scenario Planning & Human-Agent Collaboration, Special Session @ HCII 2026 ↗
Organizer of the Workshop on Information Retrieval for Accountability and Integrity (IRAI) @ ECIR 2026 ↗
Organizer of the Workshop on Catch, Adapt, and Operate: Monitoring ML Models Under Drift (CAO) @ ICLR 2026 ↗
Verifying and Auditing Forward-Looking Statements — IRAI Workshop, ECIR-2026
From Shared Tasks to Benchmark Datasets: Lessons from NTCIR's 26-Year Journey — LREC 2026 Tutorial ↗
When Language No Longer Speaks Directly to Humans: Power Shifts in LLM-Mediated Communication — UKP Lab, TU Darmstadt, 2026
From Data to Decision: Generating Insights that Drive Better Choices — Keynote, Taiwan AI Cup, 2026
Human-Agent Teaming for Higher-Order Thinking Augmentation — IJCNLP-AACL 2025 Tutorial ↗
From Disinformation to Broken Promises: The Challenge of Truth Verification — ELLIS, 2025 ↗
My publications on NLP, human-agent collaboration, and financial technology — searchable by keyword and type.