Jetsons at finnlp 2024: Towards understanding the esg impact of a news article using transformer-based models
In this paper, we describe the different approaches explored by the Jetsons team for the
Multi-Lingual ESG Impact Duration Inference (ML-ESG-3) shared task. The shared task …
Multi-Lingual ESG Impact Duration Inference (ML-ESG-3) shared task. The shared task …
Adapting llm to multi-lingual esg impact and length prediction using in-context learning and fine-tuning with rationale
PK Rajpoot, A Jindal, A Parikh - … of the Joint Workshop of the 7th …, 2024 - aclanthology.org
Abstract The prediction of Environmental, Social, and Governance (ESG) impact and
duration (length) of impact from company events, as reported in news articles, hold immense …
duration (length) of impact from company events, as reported in news articles, hold immense …
Criticalminds: Enhancing ml models for esg impact analysis categorisation using linguistic resources and aspect-based sentiment analysis
I Atanassova, M Potier, M Mathie, M Bertin… - Proceedings of the …, 2024 - aclanthology.org
This paper presents our method and findings for the ML-ESG-3 shared task for categorising
Environmental, Social, and Governance (ESG) impact level and duration. We introduce a …
Environmental, Social, and Governance (ESG) impact level and duration. We introduce a …
Demystifying Financial Texts Using Natural Language Processing
S Ghosh - Proceedings of the 33rd ACM International Conference …, 2024 - dl.acm.org
Human beings aspire for a better life. Financial well-being enables this. However, lack of
financial literacy, ever-growing wealth inequality, and persuading illicit information floating in …
financial literacy, ever-growing wealth inequality, and persuading illicit information floating in …
Fine-tuning language models for predicting the impact of events associated to financial news articles
N Banerjee, A Sarkar, S Chakraborty… - Proceedings of the …, 2024 - aclanthology.org
Investors and other stakeholders like consumers and employees, increasingly consider ESG
factors when making decisions about investments or engaging with companies. Taking into …
factors when making decisions about investments or engaging with companies. Taking into …
[PDF][PDF] Fine-Tuning Language Models for Predicting the Impact of Events Associated to Financial News
Investors and other stakeholders like consumers and employees, increasingly consider ESG
factors when making decisions about investments or engaging with companies. Taking into …
factors when making decisions about investments or engaging with companies. Taking into …