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Papers
CO2-Meter: A Comprehensive Carbon Footprint Estimator for LLMs on Edge Devices
AAAI 2026
Promoting Sustainable Web Agents: Benchmarking and Estimating Energy Consumption Through Empirical and Theoretical Analysis
AAAI 2026
HEARTS: A Holistic Framework for Explainable, Sustainable and Robust Text Stereotype Detection
IJCNLP 2025
LLM-Driven Estimation of Personal Carbon Footprint from Dialogues
ACL 2025
Position: AI Scaling: From Up to Down and Out
ICML 2025
Carbon Footprint Reduction for Sustainable Data Centers in Real-Time
AAAI 2024
LLMCarbon: Modeling the End-to-End Carbon Footprint of Large Language Models
ICLR 2024
Sprout: Green Generative AI with Carbon-Efficient LLM Inference
EMNLP 2024
Sustainability of Data Center Digital Twins with Reinforcement Learning
AAAI 2024
A First Look into the Carbon Footprint of Federated Learning
JMLR 2023
Estimating the Carbon Footprint of BLOOM, a 176B Parameter Language Model
JMLR 2023
A Holistic Assessment of the Carbon Footprint of Noor, a Very Large Arabic Language Model
ACL 2022
Evaluating the carbon footprint of NLP methods: a survey and analysis of existing tools
EMNLP 2021
The Energy and Carbon Footprint of Training End-to-End Speech Recognizers
Interspeech 2021
Energy and Policy Considerations for Deep Learning in NLP
ACL 2019