Mapping ESG trends by distant supervision of neural language models
N Raman, G Bang, A Nourbakhsh - Machine Learning and Knowledge …, 2020 - mdpi.com
The integration of Environmental, Social and Governance (ESG) considerations into
business decisions and investment strategies have accelerated over the past few years. It is …
business decisions and investment strategies have accelerated over the past few years. It is …
Heterogeneous ensemble for ESG ratings prediction
Over the past years, topics ranging from climate change to human rights have seen
increasing importance for investment decisions. Hence, investors (asset managers and …
increasing importance for investment decisions. Hence, investors (asset managers and …
Integrating semantic and structural information with graph convolutional network for controversy detection
Identifying controversial posts on social media is a fundamental task for mining public
sentiment, assessing the influence of events, and alleviating the polarized views. However …
sentiment, assessing the influence of events, and alleviating the polarized views. However …
Unveiling the blackbox within ESG ratings' blackbox: Toward a framework for analyzing AI adoption and its impacts
F Suárez Giri… - Business Strategy & …, 2024 - Wiley Online Library
Artificial intelligence (AI) is transforming entire industries at an unprecedented pace. Yet,
established technology adoption theories offer limited tools for characterizing business AI …
established technology adoption theories offer limited tools for characterizing business AI …
On predicting ESG ratings using dynamic company networks
Environmental, social and governance (ESG) considerations play an increasingly important
role due to the growing focus on sustainability globally. Entities, such as banks and …
role due to the growing focus on sustainability globally. Entities, such as banks and …
ESG-FTSE: A corpus of news articles with ESG relevance labels and use cases
M Pavlova, B Casey, M Wang - arXiv preprint arXiv:2405.20218, 2024 - arxiv.org
We present ESG-FTSE, the first corpus comprised of news articles with Environmental,
Social and Governance (ESG) relevance annotations. In recent years, investors and …
Social and Governance (ESG) relevance annotations. In recent years, investors and …
An Integrated Approach to ESG Index Construction with Machine Learning
M Gamlath, C Gunathilaka, A Wijesinghe… - 2023 Moratuwa …, 2023 - ieeexplore.ieee.org
This paper presents an integrated approach to the automated generation of Environmental,
Social and Governance (ESG) ratings of companies from financial and textual data. Three …
Social and Governance (ESG) ratings of companies from financial and textual data. Three …
[PDF][PDF] Modelling ESG with Twitter Data
A Marozzi, F Lanza - 2022 - esg-stack.ghost.io
Abstract The integration of Environmental, Social and Governance (ESG) considerations into
investment strategies, business decisions, legislative and regulatory initiatives have grown …
investment strategies, business decisions, legislative and regulatory initiatives have grown …
[PDF][PDF] ESG-FTSE: A corpus of news articles with ESG relevance labels and use cases
MPM Wang, B Casey - LREC-COLING 2024, 2024 - aclanthology.org
We present ESG-FTSE, the first corpus comprised of news articles with Environmental,
Social and Governance (ESG) relevance annotations. In recent years, investors and …
Social and Governance (ESG) relevance annotations. In recent years, investors and …