A Framework for Emission Reduction in Scope 3 Climate Actions using Domain-adapted Foundation Model-Reference-Cited by-同舟云学术

A Framework for Emission Reduction in Scope 3 Climate Actions using Domain-adapted Foundation Model

Published:2024-01-04 Issue: Volume: Page:316-324
ISSN:
Container-title:Proceedings of the 7th Joint International Conference on Data Science & Management of Data (11th ACM IKDD CODS and 29th COMAD)
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Author:

Jain Ayush¹^ORCID,Padmanaban Manikandan¹^ORCID,Hazra Jagabondhu¹^ORCID,Godbole Shantanu²^ORCID,Weldemariam Komminist³^ORCID

Affiliation:

1. IBM Research, India

2. IBM Research, United Arab Emirates

3. IBM Research, USA

Publisher

ACM

Link

https://dl.acm.org/doi/pdf/10.1145/3632410.3632465

Reference22 articles.

1. Tom Corringham, Daniel Spokoyny, Eric Xiao, Christopher Cha, Colin Lemarchand, Mandeep Syal, Ethan Olson, and Alexander Gershunov. 2021. BERT Classification of Paris Agreement Climate Action Plans. ICML 2021 Workshop on Tackling Climate Change with Machine Learning. https://www.climatechange.ai/papers/icml2021/45.

2. Alexander Farsan Andres Chang Annemarie Kerkhof B Cserna Chendan Yan Fernando Rangel Villasana Nicole Labutong B Ketelaar D Van Petersen F De Haan 2018. Best practices in scope 3 greenhouse gas management.

3. Ayush Jain Manikandan Padmanaban Jagabondhu Hazra Ranjini Guruprasad and Heriansyah Syam. 2022. AI enabled Decarbonization Framework. https://ai4good.org/wp-content/uploads/2022/08/FE2022-AI-enabled-Decarbonization-Framework.pdf KDD 2022 Workshop Fragile Earth: AI for Climate Mitigation Adaptation and Environmental Justice..

4. Alexandre Lacoste Evan David Sherwin Hannah Kerner Hamed Alemohammad Björn Lütjens Jeremy Irvin David Dao Alex Chang Mehmet Gunturkun Alexandre Drouin Pau Rodriguez and David Vazquez. 2021. Toward Foundation Models for Earth Monitoring: Proposal for a Climate Change Benchmark. arxiv:2112.00570 [cs.LG]