Elbert: Fast Albert with Confidence-Window Based Early Exit

Elbert: Fast Albert with Confidence-Window Based Early Exit

1 July 2021

Papers citing "Elbert: Fast Albert with Confidence-Window Based Early Exit"

13 / 13 papers shown

Title
EPEE: Towards Efficient and Effective Foundation Models in Biomedicine Zaifu Zhan Shuang Zhou Huixue Zhou Zichen Liu Rui Zhang 42 1 0 03 Mar 2025
Apparate: Rethinking Early Exits to Tame Latency-Throughput Tensions in ML Serving Yinwei Dai Rui Pan Anand Iyer Kai Li Ravi Netravali 31 7 0 08 Dec 2023
Subnetwork-to-go: Elastic Neural Network with Dynamic Training and Customizable Inference Kai Li Yi Luo 34 2 0 06 Dec 2023
BERT Lost Patience Won't Be Robust to Adversarial Slowdown Zachary Coalson Gabriel Ritter Rakesh Bobba Sanghyun Hong AAML 24 1 0 29 Oct 2023
Fast and Accurate FSA System Using ELBERT: An Efficient and Lightweight BERT Siyuan Lu Chenchen Zhou Keli Xie Jun Lin Zhongfeng Wang 29 1 0 16 Nov 2022
Avoid Overthinking in Self-Supervised Models for Speech Recognition Dan Berrebbi Brian Yan Shinji Watanabe LRM 26 4 0 01 Nov 2022
BEBERT: Efficient and Robust Binary Ensemble BERT Jiayi Tian Chao Fang Hong Wang Zhongfeng Wang MQ 32 16 0 28 Oct 2022
Text Revealer: Private Text Reconstruction via Model Inversion Attacks against Transformers Ruisi Zhang Seira Hidano F. Koushanfar SILM 77 26 0 21 Sep 2022
HuBERT-EE: Early Exiting HuBERT for Efficient Speech Recognition J. Yoon Beom Jun Woo N. Kim 33 13 0 13 Apr 2022
Latency Adjustable Transformer Encoder for Language Understanding Sajjad Kachuee M. Sharifkhani 37 0 0 10 Jan 2022
Pre-trained Models for Natural Language Processing: A Survey Xipeng Qiu Tianxiang Sun Yige Xu Yunfan Shao Ning Dai Xuanjing Huang LM&MA VLM 246 1,454 0 18 Mar 2020
Q-BERT: Hessian Based Ultra Low Precision Quantization of BERT Sheng Shen Zhen Dong Jiayu Ye Linjian Ma Z. Yao A. Gholami Michael W. Mahoney Kurt Keutzer MQ 236 578 0 12 Sep 2019
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 302 6,996 0 20 Apr 2018