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Towards Sustainable NLP: Insights from Benchmarking Inference Energy in Large Language Models

Soham Poddar, Paramita Koley, Janardan Misra, Niloy Ganguly, Saptarshi Ghosh

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Abstract

Soham Poddar, Paramita Koley, Janardan Misra, Niloy Ganguly, Saptarshi Ghosh. Proceedings of the 2025 Conference of the Nations of the Americas Chapter of the Association for Computational Linguistics: Human Language Technologies (Volume 1: Long Papers). 2025.

Topics & Concepts

BenchmarkingInferenceComputer scienceNatural language processingArtificial intelligenceLanguage modelBusinessMarketingTopic Modeling
Towards Sustainable NLP: Insights from Benchmarking Inference Energy in Large Language Models | Litcius