17/10/2025 Machine Learning & Artificial Intelligence Automating Insight Extraction from Oil And Gas Sector Climate Disclosures with AI RAG pipeline automates ESG data extraction, enabling efficient, scalable analysis of corporate sustainability and climate disclosures.
10/10/2025 Machine Learning & Artificial Intelligence AI In Investment Management: The Advancement Of Learning Explore how AI and NLP are reshaping financial analysis, raising new questions, and strengthening investment strategies.
11/06/2025 Sustainable Finance Constructing Investment Portfolios with Climate-Relevant Met... The paper highlights the growing need to integrate climate-related signals into investment portfolios as optimization constraints.
24/03/2025 Machine Learning & Artificial Intelligence Topic Modeling with AI Tools We present a robust topic modeling framework that mitigates overfitting while capturing the evolving nature of discourse.
7/03/2025 Sustainable Finance Climate-Related Financial Stress-Testing and Scenarios Valua... The article examines climate-related financial stress testing and scenario valuation using the MIT EPPA model to assess the impact of emission mitigation...
12/06/2024 Sustainable Finance About SDGs, reading the manual with NLP This paper aims to examine the SDGs' framework and question its implementation by companies.
6/05/2024 Sustainable Finance Modeling Direct and Indirect Climate-related Physical Risks This paper addresses the methodological challenges in quantifying physical risks associated with climate change.