A Survey on Dynamic Neural Networks for Natural Language Processing

15 February 2022

Papers citing "A Survey on Dynamic Neural Networks for Natural Language Processing"

10 / 10 papers shown

Title
Tiny Models are the Computational Saver for Large Models Qingyuan Wang B. Cardiff Antoine Frappé Benoît Larras Deepu John 29 2 0 26 Mar 2024
EE-LLM: Large-Scale Training and Inference of Early-Exit Large Language Models with 3D Parallelism Yanxi Chen Xuchen Pan Yaliang Li Bolin Ding Jingren Zhou LRM 21 31 0 08 Dec 2023
F-PABEE: Flexible-patience-based Early Exiting for Single-label and Multi-label text Classification Tasks Xiangxiang Gao Wei-wei Zhu Jiasheng Gao Congrui Yin VLM 19 12 0 21 May 2023
Efficient Methods for Natural Language Processing: A Survey Marcos Vinícius Treviso Ji-Ung Lee Tianchu Ji Betty van Aken Qingqing Cao ... Emma Strubell Niranjan Balasubramanian Leon Derczynski Iryna Gurevych Roy Schwartz 28 109 0 31 Aug 2022
VLUE: A Multi-Task Benchmark for Evaluating Vision-Language Models Wangchunshu Zhou Yan Zeng Shizhe Diao Xinsong Zhang CoGe VLM 17 13 0 30 May 2022
Transkimmer: Transformer Learns to Layer-wise Skim Yue Guan Zhengyi Li Jingwen Leng Zhouhan Lin Minyi Guo 61 38 0 15 May 2022
Consistent Accelerated Inference via Confident Adaptive Transformers Tal Schuster Adam Fisch Tommi Jaakkola Regina Barzilay AI4TS 182 69 0 18 Apr 2021
BERT-of-Theseus: Compressing BERT by Progressive Module Replacing Canwen Xu Wangchunshu Zhou Tao Ge Furu Wei Ming Zhou 221 197 0 07 Feb 2020
Scaling Laws for Neural Language Models Jared Kaplan Sam McCandlish T. Henighan Tom B. Brown B. Chess R. Child Scott Gray Alec Radford Jeff Wu Dario Amodei 226 4,424 0 23 Jan 2020
GLUE: A Multi-Task Benchmark and Analysis Platform for Natural Language Understanding Alex Jinpeng Wang Amanpreet Singh Julian Michael Felix Hill Omer Levy Samuel R. Bowman ELM 294 6,943 0 20 Apr 2018