Fixed Encoder Self-Attention Patterns in Transformer-Based Machine Translation

24 February 2020

Papers citing "Fixed Encoder Self-Attention Patterns in Transformer-Based Machine Translation"

11 / 11 papers shown

Title
Only Send What You Need: Learning to Communicate Efficiently in Federated Multilingual Machine Translation Yun-Wei Chu Dong-Jun Han Christopher G. Brinton 19 4 0 15 Jan 2024
Attention-Guided Adaptation for Code-Switching Speech Recognition Bobbi Aditya Mahdin Rohmatillah Liang-Hsuan Tai Jen-Tzung Chien 19 8 0 14 Dec 2023
ZeroQuant: Efficient and Affordable Post-Training Quantization for Large-Scale Transformers Z. Yao Reza Yazdani Aminabadi Minjia Zhang Xiaoxia Wu Conglong Li Yuxiong He VLM MQ 34 438 0 04 Jun 2022
Attention Mechanism with Energy-Friendly Operations Yu Wan Baosong Yang Dayiheng Liu Rong Xiao Derek F. Wong Haibo Zhang Boxing Chen Lidia S. Chao MU 47 1 0 28 Apr 2022
Paying More Attention to Self-attention: Improving Pre-trained Language Models via Attention Guiding Shanshan Wang Zhumin Chen Z. Ren Huasheng Liang Qiang Yan Pengjie Ren 17 9 0 06 Apr 2022
Transformer-based End-to-End Speech Recognition with Local Dense Synthesizer Attention Menglong Xu Shengqiang Li Xiao-Lei Zhang 9 31 0 23 Oct 2020
Direct Feedback Alignment Scales to Modern Deep Learning Tasks and Architectures Julien Launay Iacopo Poli Franccois Boniface Florent Krzakala 18 62 0 23 Jun 2020
Input-independent Attention Weights Are Expressive Enough: A Study of Attention in Self-supervised Audio Transformers Tsung-Han Wu Chun-Chen Hsieh Yen-Hao Chen Po-Han Chi Hung-yi Lee 6 1 0 09 Jun 2020
The Bottom-up Evolution of Representations in the Transformer: A Study with Machine Translation and Language Modeling Objectives Elena Voita Rico Sennrich Ivan Titov 188 181 0 03 Sep 2019
OpenNMT: Open-Source Toolkit for Neural Machine Translation Guillaume Klein Yoon Kim Yuntian Deng Jean Senellart Alexander M. Rush 254 1,895 0 10 Jan 2017
Effective Approaches to Attention-based Neural Machine Translation Thang Luong Hieu H. Pham Christopher D. Manning 214 7,687 0 17 Aug 2015