Accelerating BERT Inference for Sequence Labeling via Early-Exit

Accelerating BERT Inference for Sequence Labeling via Early-Exit

28 May 2021

Tianxiang Sun

Xipeng Qiu

Xuanjing Huang

Papers citing "Accelerating BERT Inference for Sequence Labeling via Early-Exit"

11 / 11 papers shown

Title
Mobile Edge Intelligence for Large Language Models: A Contemporary Survey Guanqiao Qu Qiyuan Chen Wei Wei Zheng Lin Xianhao Chen Kaibin Huang 40 43 0 09 Jul 2024
DE $^3$ -BERT: Distance-Enhanced Early Exiting for BERT based on Prototypical Networks Jianing He Qi Zhang Weiping Ding Duoqian Miao Jun Zhao Liang Hu LongBing Cao 34 3 0 03 Feb 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 33 31 0 08 Dec 2023
ELMER: A Non-Autoregressive Pre-trained Language Model for Efficient and Effective Text Generation Junyi Li Tianyi Tang Wayne Xin Zhao J. Nie Ji-Rong Wen 22 17 0 24 Oct 2022
A Simple Hash-Based Early Exiting Approach For Language Understanding and Generation Tianxiang Sun Xiangyang Liu Wei-wei Zhu Zhichao Geng Lingling Wu Yilong He Yuan Ni Guotong Xie Xuanjing Huang Xipeng Qiu 23 40 0 03 Mar 2022
Towards Efficient NLP: A Standard Evaluation and A Strong Baseline Xiangyang Liu Tianxiang Sun Junliang He Jiawen Wu Lingling Wu Xinyu Zhang Hao Jiang Zhao Cao Xuanjing Huang Xipeng Qiu ELM 19 46 0 13 Oct 2021
CPT: A Pre-Trained Unbalanced Transformer for Both Chinese Language Understanding and Generation Yunfan Shao Zhichao Geng Yitao Liu Junqi Dai Hang Yan Fei Yang Li Zhe Hujun Bao Xipeng Qiu MedIm 59 146 0 13 Sep 2021
A Survey of Transformers Tianyang Lin Yuxin Wang Xiangyang Liu Xipeng Qiu ViT 27 1,084 0 08 Jun 2021
CascadeBERT: Accelerating Inference of Pre-trained Language Models via Calibrated Complete Models Cascade Lei Li Yankai Lin Deli Chen Shuhuai Ren Peng Li Jie Zhou Xu Sun 26 51 0 29 Dec 2020
Pre-trained Models for Natural Language Processing: A Survey Xipeng Qiu Tianxiang Sun Yige Xu Yunfan Shao Ning Dai Xuanjing Huang LM&MA VLM 243 1,450 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 225 574 0 12 Sep 2019