Characterizing the Efficiency vs. Accuracy Trade-off for Long-Context NLP Models

15 April 2022

Papers citing "Characterizing the Efficiency vs. Accuracy Trade-off for Long-Context NLP Models"

6 / 6 papers shown

Title
Training Green AI Models Using Elite Samples Mohammed Alswaitti Roberto Verdecchia Grégoire Danoy Pascal Bouvry Johnatan E. Pecero 26 2 0 19 Feb 2024
A Synthesis of Green Architectural Tactics for ML-Enabled Systems Heli Järvenpää Patricia Lago Justus Bogner Grace A. Lewis H. Muccini Ipek Ozkaya 31 18 0 15 Dec 2023
Energy and Carbon Considerations of Fine-Tuning BERT Xiaorong Wang Clara Na Emma Strubell Sorelle A. Friedler Sasha Luccioni 29 10 0 17 Nov 2023
Efficiency Pentathlon: A Standardized Arena for Efficiency Evaluation Hao Peng Qingqing Cao Jesse Dodge Matthew E. Peters Jared Fernandez ... Darrell Plessas Iz Beltagy Evan Pete Walsh Noah A. Smith Hannaneh Hajishirzi 27 7 0 19 Jul 2023
A Systematic Review of Green AI Roberto Verdecchia June Sallou Luís Cruz 14 149 0 26 Jan 2023
Big Bird: Transformers for Longer Sequences Manzil Zaheer Guru Guruganesh Kumar Avinava Dubey Joshua Ainslie Chris Alberti ... Philip Pham Anirudh Ravula Qifan Wang Li Yang Amr Ahmed VLM 249 2,009 0 28 Jul 2020