Parameter Sharing Methods for Multilingual Self-Attentional Translation Models

1 September 2018

Graham Neubig

Papers citing "Parameter Sharing Methods for Multilingual Self-Attentional Translation Models"

21 / 21 papers shown

Title
Exploring Representational Disparities Between Multilingual and Bilingual Translation Models Neha Verma Kenton W. Murray Kevin Duh 21 0 0 23 May 2023
Learning Language-Specific Layers for Multilingual Machine Translation Telmo Pires Robin M. Schmidt Yi-Hsiu Liao Stephan Peitz 42 17 0 04 May 2023
Lego-MT: Learning Detachable Models for Massively Multilingual Machine Translation Fei Yuan Yinquan Lu Wenhao Zhu Lingpeng Kong Lei Li Yu Qiao Jingjing Xu MoE 38 22 0 20 Dec 2022
Adapting to Non-Centered Languages for Zero-shot Multilingual Translation Zhi Qu Taro Watanabe 47 7 0 09 Sep 2022
ACORT: A Compact Object Relation Transformer for Parameter Efficient Image Captioning J. Tan Y. Tan C. Chan Joon Huang Chuah VLM ViT 29 15 0 11 Feb 2022
A Survey on Low-Resource Neural Machine Translation Rui Wang Xu Tan Renqian Luo Tao Qin Tie-Yan Liu 3DV 33 58 0 09 Jul 2021
Neural Machine Translation for Low-Resource Languages: A Survey Surangika Ranathunga E. Lee Marjana Prifti Skenduli Ravi Shekhar Mehreen Alam Rishemjit Kaur 38 236 0 29 Jun 2021
Benchmarking Differential Privacy and Federated Learning for BERT Models Priya Basu Tiasa Singha Roy Rakshit Naidu Zumrut Muftuoglu Sahib Singh Fatemehsadat Mireshghallah FedML AI4MH 24 49 0 26 Jun 2021
Revisiting Modularized Multilingual NMT to Meet Industrial Demands Sungwon Lyu Bokyung Son Kichang Yang Jaekyoung Bae MoE 15 20 0 19 Oct 2020
Gradient Vaccine: Investigating and Improving Multi-task Optimization in Massively Multilingual Models Zirui Wang Yulia Tsvetkov Orhan Firat Yuan Cao 33 196 0 12 Oct 2020
Recipes for Adapting Pre-trained Monolingual and Multilingual Models to Machine Translation Asa Cooper Stickland Xian Li Marjan Ghazvininejad 36 44 0 30 Apr 2020
Knowledge Distillation for Multilingual Unsupervised Neural Machine Translation Haipeng Sun Rui Wang Kehai Chen Masao Utiyama Eiichiro Sumita T. Zhao AIMat 23 47 0 21 Apr 2020
A Comprehensive Survey of Multilingual Neural Machine Translation Raj Dabre Chenhui Chu Anoop Kunchukuttan LRM 33 33 0 04 Jan 2020
A Study of Multilingual Neural Machine Translation Xu Tan Yichong Leng Jiale Chen Yi Ren Tao Qin Tie-Yan Liu 24 8 0 25 Dec 2019
Evaluating the Supervised and Zero-shot Performance of Multi-lingual Translation Models Chris Hokamp John Glover D. Ghalandari 21 14 0 24 Jun 2019
A Simple and Effective Approach to Automatic Post-Editing with Transfer Learning Gonçalo M. Correia André F. T. Martins 13 42 0 14 Jun 2019
Effective Cross-lingual Transfer of Neural Machine Translation Models without Shared Vocabularies Yunsu Kim Yingbo Gao Hermann Ney VLM 24 88 0 14 May 2019
Massively Multilingual Neural Machine Translation Roee Aharoni Melvin Johnson Orhan Firat LRM AI4CE 17 482 0 28 Feb 2019
Google's Neural Machine Translation System: Bridging the Gap between Human and Machine Translation Yonghui Wu M. Schuster Z. Chen Quoc V. Le Mohammad Norouzi ... Alex Rudnick Oriol Vinyals G. Corrado Macduff Hughes J. Dean AIMat 716 6,748 0 26 Sep 2016
Multi-Way, Multilingual Neural Machine Translation with a Shared Attention Mechanism Orhan Firat Kyunghyun Cho Yoshua Bengio LRM AIMat 231 623 0 06 Jan 2016
Effective Approaches to Attention-based Neural Machine Translation Thang Luong Hieu H. Pham Christopher D. Manning 218 7,926 0 17 Aug 2015