Search Results for author: Sasha Luccioni

Found 5 papers, 2 papers with code

Towards Reproducible Machine Learning Research in Natural Language Processing

no code implementations ACL 2022 Ana Lucic, Maurits Bleeker, Samarth Bhargav, Jessica Forde, Koustuv Sinha, Jesse Dodge, Sasha Luccioni, Robert Stojnic

While recent progress in the field of ML has been significant, the reproducibility of these cutting-edge results is often lacking, with many submissions lacking the necessary information in order to ensure subsequent reproducibility.

BIG-bench Machine Learning

Energy and Carbon Considerations of Fine-Tuning BERT

no code implementations17 Nov 2023 Xiaorong Wang, Clara Na, Emma Strubell, Sorelle Friedler, Sasha Luccioni

Despite the popularity of the `pre-train then fine-tune' paradigm in the NLP community, existing work quantifying energy costs and associated carbon emissions has largely focused on language model pre-training.

Language Modelling

Fair Diffusion: Instructing Text-to-Image Generation Models on Fairness

1 code implementation7 Feb 2023 Felix Friedrich, Manuel Brack, Lukas Struppek, Dominik Hintersdorf, Patrick Schramowski, Sasha Luccioni, Kristian Kersting

Generative AI models have recently achieved astonishing results in quality and are consequently employed in a fast-growing number of applications.

Fairness Text-to-Image Generation

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