Simple, Scalable Adaptation for Neural Machine Translation

18 September 2019

Papers citing "Simple, Scalable Adaptation for Neural Machine Translation"

50 / 256 papers shown

Title
Exploring Distributional Shifts in Large Language Models for Code Analysis Shushan Arakelyan Rocktim Jyoti Das Yi Mao Xiang Ren ALM 19 19 0 16 Mar 2023
Language-Universal Adapter Learning with Knowledge Distillation for End-to-End Multilingual Speech Recognition Zhijie Shen Wu Guo Bin Gu 44 4 0 28 Feb 2023
Simple and Scalable Nearest Neighbor Machine Translation Yu-Hsiu Dai Zhirui Zhang Qiuzhi Liu Qu Cui Wei-Hong Li Yichao Du Tong Xu 24 16 0 23 Feb 2023
Modular Deep Learning Jonas Pfeiffer Sebastian Ruder Ivan Vulić E. Ponti MoMe OOD 29 73 0 22 Feb 2023
How Does In-Context Learning Help Prompt Tuning? Simeng Sun Yang Liu Dan Iter Chenguang Zhu Mohit Iyyer VLM 35 17 0 22 Feb 2023
AdapterSoup: Weight Averaging to Improve Generalization of Pretrained Language Models Alexandra Chronopoulou Matthew E. Peters Alexander M. Fraser Jesse Dodge MoMe 21 65 0 14 Feb 2023
Efficiently Upgrading Multilingual Machine Translation Models to Support More Languages Simeng Sun Maha Elbayad Anna Y. Sun James Cross CLL LRM 26 3 0 07 Feb 2023
UDApter -- Efficient Domain Adaptation Using Adapters Bhavitvya Malik Abhinav Ramesh Kashyap MingSung Kan Soujanya Poria 24 16 0 07 Feb 2023
N-Gram Nearest Neighbor Machine Translation Rui Lv Junliang Guo Rui Wang Xu Tan Qi Liu Tao Qin 23 2 0 30 Jan 2023
Learning to Speak from Text: Zero-Shot Multilingual Text-to-Speech with Unsupervised Text Pretraining Takaaki Saeki Soumi Maiti Xinjian Li Shinji Watanabe Shinnosuke Takamichi Hiroshi Saruwatari 32 17 0 30 Jan 2023
Multilingual Sentence Transformer as A Multilingual Word Aligner Weikang Wang Guanhua Chen H. Wang Yue Han Yun-Nung Chen 25 8 0 28 Jan 2023
From English to More Languages: Parameter-Efficient Model Reprogramming for Cross-Lingual Speech Recognition Chao-Han Huck Yang Bo-wen Li Yu Zhang Nanxin Chen Rohit Prabhavalkar Tara N. Sainath Trevor Strohman 19 28 0 19 Jan 2023
FUN with Fisher: Improving Generalization of Adapter-Based Cross-lingual Transfer with Scheduled Unfreezing Chen Cecilia Liu Jonas Pfeiffer Ivan Vulić Iryna Gurevych CLL 24 9 0 13 Jan 2023
Improving Automated Program Repair with Domain Adaptation Armin Zirak Hadi Hemmati 16 9 0 21 Dec 2022
SPT: Semi-Parametric Prompt Tuning for Multitask Prompted Learning M Saiful Bari Aston Zhang Shuai Zheng Xingjian Shi Yi Zhu Shafiq R. Joty Mu Li RALM VLM VPVLM LRM 40 5 0 21 Dec 2022
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 35 22 0 20 Dec 2022
Mini-Model Adaptation: Efficiently Extending Pretrained Models to New Languages via Aligned Shallow Training Kelly Marchisio Patrick Lewis Yihong Chen Mikel Artetxe 29 16 0 20 Dec 2022
Parameter-efficient Zero-shot Transfer for Cross-Language Dense Retrieval with Adapters Eugene Yang Suraj Nair Dawn J Lawrie J. Mayfield Douglas W. Oard 27 4 0 20 Dec 2022
Fixing MoE Over-Fitting on Low-Resource Languages in Multilingual Machine Translation Maha Elbayad Anna Y. Sun Shruti Bhosale MoE 46 8 0 15 Dec 2022
Searching for Effective Multilingual Fine-Tuning Methods: A Case Study in Summarization Yiwei Qin Graham Neubig Pengfei Liu 11 3 0 12 Dec 2022
Life-long Learning for Multilingual Neural Machine Translation with Knowledge Distillation Yang Zhao Junnan Zhu Lu Xiang Jiajun Zhang Yu Zhou Feifei Zhai Chengqing Zong CLL 44 6 0 06 Dec 2022
Improving End-to-end Speech Translation by Leveraging Auxiliary Speech and Text Data Yuhao Zhang Chen Xu Bojie Hu Chunliang Zhang Tong Xiao Jingbo Zhu 21 15 0 04 Dec 2022
Subword-Delimited Downsampling for Better Character-Level Translation Lukas Edman Antonio Toral Gertjan van Noord 17 6 0 02 Dec 2022
Towards continually learning new languages Ngoc-Quan Pham J. Niehues A. Waibel CLL 11 1 0 21 Nov 2022
Efficient Speech Translation with Pre-trained Models Zhaolin Li J. Niehues 19 2 0 09 Nov 2022
CLSE: Corpus of Linguistically Significant Entities A. Chuklin Justin Zhao Mihir Kale 19 1 0 04 Nov 2022
Learning an Artificial Language for Knowledge-Sharing in Multilingual Translation Danni Liu J. Niehues 19 5 0 02 Nov 2022
Residual Adapters for Few-Shot Text-to-Speech Speaker Adaptation Nobuyuki Morioka Heiga Zen Nanxin Chen Yu Zhang Yifan Ding 31 16 0 28 Oct 2022
Specializing Multi-domain NMT via Penalizing Low Mutual Information Jiyoung Lee H. Kim Hyun Chang Cho E. Choi Cheonbok Park 21 4 0 24 Oct 2022
$m^4Adapter$ : Multilingual Multi-Domain Adaptation for Machine Translation with a Meta-Adapter Wen Lai Alexandra Chronopoulou Alexander M. Fraser 16 3 0 21 Oct 2022
Can Domains Be Transferred Across Languages in Multi-Domain Multilingual Neural Machine Translation? Thuy-Trang Vu Shahram Khadivi Xuanli He Dinh Q. Phung Gholamreza Haffari AI4CE 12 1 0 20 Oct 2022
Domain Specific Sub-network for Multi-Domain Neural Machine Translation Amr Hendy M. Abdelghaffar Mohamed Afify Ahmed Tawfik AI4CE 16 0 0 18 Oct 2022
Categorizing Semantic Representations for Neural Machine Translation Yongjing Yin Yafu Li Fandong Meng Jie Zhou Yue Zhang 24 6 0 13 Oct 2022
MiniALBERT: Model Distillation via Parameter-Efficient Recursive Transformers Mohammadmahdi Nouriborji Omid Rohanian Samaneh Kouchaki David A. Clifton 24 8 0 12 Oct 2022
Language-Family Adapters for Low-Resource Multilingual Neural Machine Translation Alexandra Chronopoulou Dario Stojanovski Alexander M. Fraser 21 17 0 30 Sep 2022
Towards Parameter-Efficient Integration of Pre-Trained Language Models In Temporal Video Grounding Erica K. Shimomoto Edison Marrese-Taylor Hiroya Takamura Ichiro Kobayashi Hideki Nakayama Yusuke Miyao 27 7 0 26 Sep 2022
Zero-shot Domain Adaptation for Neural Machine Translation with Retrieved Phrase-level Prompts Zewei Sun Qingnan Jiang Shujian Huang Jun Cao Shanbo Cheng Mingxuan Wang VLM 46 8 0 23 Sep 2022
Adapting to Non-Centered Languages for Zero-shot Multilingual Translation Zhi Qu Taro Watanabe 42 7 0 09 Sep 2022
Every picture tells a story: Image-grounded controllable stylistic story generation Holy Lovenia Bryan Wilie Romain Barraud Samuel Cahyawijaya Willy Chung Pascale Fung 24 8 0 04 Sep 2022
Informative Language Representation Learning for Massively Multilingual Neural Machine Translation Renren Jin Deyi Xiong 20 4 0 04 Sep 2022
Efficient Methods for Natural Language Processing: A Survey Marcos Vinícius Treviso Ji-Ung Lee Tianchu Ji Betty van Aken Qingqing Cao ... Emma Strubell Niranjan Balasubramanian Leon Derczynski Iryna Gurevych Roy Schwartz 28 109 0 31 Aug 2022
Language Tokens: A Frustratingly Simple Approach Improves Zero-Shot Performance of Multilingual Translation Muhammad N. ElNokrashy Amr Hendy Mohamed Maher Mohamed Afify Hany Awadalla 21 2 0 11 Aug 2022
UM4: Unified Multilingual Multiple Teacher-Student Model for Zero-Resource Neural Machine Translation Jian Yang Yuwei Yin Shuming Ma Dongdong Zhang Shuangzhi Wu Hongcheng Guo Zhoujun Li Furu Wei 32 11 0 11 Jul 2022
Getting BART to Ride the Idiomatic Train: Learning to Represent Idiomatic Expressions Ziheng Zeng S. Bhat 19 4 0 08 Jul 2022
Meta-Learning the Difference: Preparing Large Language Models for Efficient Adaptation Zejiang Hou Julian Salazar George Polovets 22 14 0 07 Jul 2022
ST-Adapter: Parameter-Efficient Image-to-Video Transfer Learning Junting Pan Ziyi Lin Xiatian Zhu Jing Shao Hongsheng Li 24 190 0 27 Jun 2022
Singular Value Fine-tuning: Few-shot Segmentation requires Few-parameters Fine-tuning Yanpeng Sun Qiang Chen Xiangyu He Jian Wang Haocheng Feng Junyu Han Errui Ding Jian Cheng Zechao Li Jingdong Wang 23 56 0 13 Jun 2022
Modularized Transfer Learning with Multiple Knowledge Graphs for Zero-shot Commonsense Reasoning Yu Jin Kim Beong-woo Kwak Youngwook Kim Reinald Kim Amplayo Seung-won Hwang Jinyoung Yeo LRM 19 12 0 08 Jun 2022
Exploring Cross-lingual Textual Style Transfer with Large Multilingual Language Models Daniil Moskovskiy Daryna Dementieva Alexander Panchenko 14 3 0 05 Jun 2022
AdaptFormer: Adapting Vision Transformers for Scalable Visual Recognition Shoufa Chen Chongjian Ge Zhan Tong Jiangliu Wang Yibing Song Jue Wang Ping Luo 146 638 0 26 May 2022