ACTIVITY INTRODUCTION
We plan to participate in the ML-ESG Compliance Report Chinese dataset annotation task, which is an international collaborative research project aimed at advancing ESG automated detection technology.
Why is ESG Compliance Important?
- 69% of investment companies have incorporated ESG standards into their regulatory compliance strategies
- Among the top 250 global companies, 96% have conducted ESG reporting
- In 2022, 86% of global asset managers have integrated sustainable investing into their investment strategies
- 97% of asset managers in the Asia-Pacific region have adopted ESG strategies
Three Major Global ESG Trends
ESG Integration into Corporate Operations
More companies are incorporating ESG principles into their daily operations
Climate Change Response
Companies are adopting more proactive environmental measures to address global warming
Increasingly Strict Regulatory Framework
Governments and international organizations continue to strengthen ESG regulations
PROJECT TIMELINE
2025/02/26 (Wed) 20:30-21:00
First Online Discussion Meeting - ML-ESG CR 2026
2025/03/01 - 2025/05/31 (90 Days)
Data Annotation Phase - ESG reporting standards and data annotation work
2025/06 - 2025/07
Complete ESG report annotation and establish precise ESG data models
2026/12
Participate in NTCIR-19 International Conference and present research findings
DATA LABELING PROCESS
Step | Task | Description |
---|---|---|
Step 1 | Confirm ESG Indicator Location | Confirm the pages where ESG indicators appear |
Step 2 | Indicator Classification | Quantitative data (numbers, percentages) or discussion/analysis (text description) |
Step 3 | Unit Verification | Percentage (%), currency ($), text description, or other data types |
Step 4 | Compliance Confirmation | Ensure ESG reports comply with regulatory requirements |
MULTI-LANGUAGE SUPPORT
English
Juyeon
French
Juyeon
Korean
Hanwool
Chinese
Prof. Day (NTPU Team)
Japanese
Prof. Seki
Thai
Prof. Dittaya Wanvarie
RESEARCH HIGHLIGHTS
ESG Data Analysis
In-depth analysis of corporate ESG report compliance
AI Automated Detection
Using machine learning technology for automated detection
International Cooperation
Joint research and development with multinational teams
NTCIR Certification
International top-tier information retrieval evaluation conference
Interested in participating in international collaborative research projects?
Welcome to join the ML-ESG CR 2026 research team
Visit NLPFin Official Website