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Elbert: Fast Albert with Confidence-Window Based Early Exit

Elbert: Fast Albert with Confidence-Window Based Early Exit

IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2021
1 July 2021
Keli Xie
Siyuan Lu
Meiqi Wang
Zhongfeng Wang
ArXiv (abs)PDFHTML

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

13 / 13 papers shown
Title
FedEL: Federated Elastic Learning for Heterogeneous Devices
FedEL: Federated Elastic Learning for Heterogeneous Devices
Letian Zhang
Bo Chen
Jieming Bian
Lei Wang
Jie Xu
FedML
100
0
0
21 Sep 2025
Efficient Large Language Models with Zero-Shot Adjustable Acceleration
Efficient Large Language Models with Zero-Shot Adjustable Acceleration
Sajjad Kachuee
M. Sharifkhani
146
0
0
01 Sep 2025
EPEE: Towards Efficient and Effective Foundation Models in Biomedicine
Zaifu Zhan
Shuang Zhou
Huixue Zhou
Ziqiang Liu
Rui Zhang
201
1
0
03 Mar 2025
Apparate: Rethinking Early Exits to Tame Latency-Throughput Tensions in
  ML Serving
Apparate: Rethinking Early Exits to Tame Latency-Throughput Tensions in ML ServingSymposium on Operating Systems Principles (SOSP), 2023
Yinwei Dai
Rui Pan
Anand Iyer
Kai Li
Ravi Netravali
136
14
0
08 Dec 2023
Subnetwork-to-go: Elastic Neural Network with Dynamic Training and
  Customizable Inference
Subnetwork-to-go: Elastic Neural Network with Dynamic Training and Customizable Inference
Kai Li
Yi Luo
113
5
0
06 Dec 2023
BERT Lost Patience Won't Be Robust to Adversarial Slowdown
BERT Lost Patience Won't Be Robust to Adversarial SlowdownNeural Information Processing Systems (NeurIPS), 2023
Zachary Coalson
Gabriel Ritter
Rakesh Bobba
Sanghyun Hong
AAML
261
2
0
29 Oct 2023
Fast and Accurate FSA System Using ELBERT: An Efficient and Lightweight
  BERT
Fast and Accurate FSA System Using ELBERT: An Efficient and Lightweight BERTIEEE Transactions on Signal Processing (IEEE Trans. Signal Process.), 2022
Siyuan Lu
Chenchen Zhou
Keli Xie
Jun Lin
Zhongfeng Wang
150
2
0
16 Nov 2022
Avoid Overthinking in Self-Supervised Models for Speech Recognition
Avoid Overthinking in Self-Supervised Models for Speech RecognitionIEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2022
Dan Berrebbi
Brian Yan
Shinji Watanabe
LRM
119
7
0
01 Nov 2022
BEBERT: Efficient and Robust Binary Ensemble BERT
BEBERT: Efficient and Robust Binary Ensemble BERTIEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2022
Jiayi Tian
Chao Fang
Hong Wang
Zhongfeng Wang
MQ
219
22
0
28 Oct 2022
Text Revealer: Private Text Reconstruction via Model Inversion Attacks
  against Transformers
Text Revealer: Private Text Reconstruction via Model Inversion Attacks against Transformers
Ruisi Zhang
Seira Hidano
F. Koushanfar
SILM
214
36
0
21 Sep 2022
HuBERT-EE: Early Exiting HuBERT for Efficient Speech Recognition
HuBERT-EE: Early Exiting HuBERT for Efficient Speech RecognitionInterspeech (Interspeech), 2022
J. Yoon
Beom Jun Woo
N. Kim
152
22
0
13 Apr 2022
Latency Adjustable Transformer Encoder for Language Understanding
Latency Adjustable Transformer Encoder for Language UnderstandingIEEE Transactions on Neural Networks and Learning Systems (TNNLS), 2022
Sajjad Kachuee
M. Sharifkhani
403
1
0
10 Jan 2022
Pre-trained Models for Natural Language Processing: A Survey
Pre-trained Models for Natural Language Processing: A SurveyScience China Technological Sciences (Sci China Technol Sci), 2020
Xipeng Qiu
Tianxiang Sun
Yige Xu
Yunfan Shao
Ning Dai
Xuanjing Huang
LM&MAVLM
853
1,594
0
18 Mar 2020
1