A Survey of Domain Adaptation for Neural Machine Translation

1 June 2018

Rui Wang

Papers citing "A Survey of Domain Adaptation for Neural Machine Translation"

41 / 41 papers shown

Title
Efficient Domain-adaptive Continual Pretraining for the Process Industry in the German Language Anastasia Zhukova Christian E. Matt Terry Ruas Bela Gipp CLL VLM 98 0 0 28 Apr 2025
Bridging the Domain Gaps in Context Representations for k-Nearest Neighbor Neural Machine Translation Zhiwei Cao Baosong Yang Huan Lin Suhang Wu Xiangpeng Wei Dayiheng Liu Jun Xie Min Zhang Jinsong Su 31 2 0 26 May 2023
Impact of Domain-Adapted Multilingual Neural Machine Translation in the Medical Domain Miguel Rios Raluca-Maria Chereji A. Secară D. Ciobanu 24 0 0 05 Dec 2022
Domain Adaptation of Machine Translation with Crowdworkers Makoto Morishita Jun Suzuki Masaaki Nagata 31 3 0 28 Oct 2022
$m^4Adapter$ : Multilingual Multi-Domain Adaptation for Machine Translation with a Meta-Adapter Wen Lai Alexandra Chronopoulou Alexander Fraser 29 3 0 21 Oct 2022
State-of-the-art generalisation research in NLP: A taxonomy and review Dieuwke Hupkes Mario Giulianelli Verna Dankers Mikel Artetxe Yanai Elazar ... Leila Khalatbari Maria Ryskina Rita Frieske Ryan Cotterell Zhijing Jin 121 94 0 06 Oct 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 54 8 0 23 Sep 2022
Finding the Right Recipe for Low Resource Domain Adaptation in Neural Machine Translation Virginia Adams Sandeep Subramanian Mike Chrzanowski Oleksii Hrinchuk Oleksii Kuchaiev 30 2 0 02 Jun 2022
When does Parameter-Efficient Transfer Learning Work for Machine Translation? Ahmet Üstün Asa Cooper Stickland 37 7 0 23 May 2022
Twist Decoding: Diverse Generators Guide Each Other Jungo Kasai Keisuke Sakaguchi Ronan Le Bras Hao Peng Ximing Lu Dragomir R. Radev Yejin Choi Noah A. Smith SyDa 27 4 0 19 May 2022
Balancing Multi-Domain Corpora Learning for Open-Domain Response Generation Yujie Xing Jason (Jinglun) Cai Nils Barlaug Peng Liu J. Gulla 29 4 0 05 May 2022
Training Mixed-Domain Translation Models via Federated Learning Peyman Passban Tanya Roosta Rahul Gupta Ankit R. Chadha Clement Chung FedML AI4CE 26 18 0 03 May 2022
Global Readiness of Language Technology for Healthcare: What would it Take to Combat the Next Pandemic? Ishani Mondal Kabir Ahuja Mohit Jain Jacki O Neil Kalika Bali Monojit Choudhury ELM LM&MA 29 4 0 06 Apr 2022
Improving Both Domain Robustness and Domain Adaptability in Machine Translation Wen Lai Jindrich Libovický Alexander Fraser AI4CE 35 13 0 15 Dec 2021
Learning Kernel-Smoothed Machine Translation with Retrieved Examples Qingnan Jiang Mingxuan Wang Jun Cao Shanbo Cheng Shujian Huang Lei Li 39 33 0 21 Sep 2021
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
On the Language Coverage Bias for Neural Machine Translation Shuo Wang Zhaopeng Tu Zhixing Tan Shuming Shi Maosong Sun Yang Liu 19 19 0 07 Jun 2021
Neural Machine Translation with Monolingual Translation Memory Deng Cai Yan Wang Huayang Li Wai Lam Lemao Liu 27 101 0 24 May 2021
Literature review on vulnerability detection using NLP technology Jiajie Wu 39 14 0 23 Apr 2021
Domain Adaptation and Multi-Domain Adaptation for Neural Machine Translation: A Survey Danielle Saunders AI4CE 25 85 0 14 Apr 2021
Meta-Curriculum Learning for Domain Adaptation in Neural Machine Translation Runzhe Zhan Xuebo Liu Derek F. Wong Lidia S. Chao 35 46 0 03 Mar 2021
*-CFQ: Analyzing the Scalability of Machine Learning on a Compositional Task Dmitry Tsarkov Tibor Tihon Nathan Scales Nikola Momchev Danila Sinopalnikov Nathanael Scharli 18 17 0 15 Dec 2020
Unsupervised Neural Machine Translation for Low-Resource Domains via Meta-Learning Cheonbok Park Yunwon Tae Taehee Kim Soyoung Yang Mohammad Azam Khan Lucy Park Jaegul Choo 102 17 0 18 Oct 2020
Unsupervised Calibration under Covariate Shift Anusri Pampari Stefano Ermon 14 17 0 29 Jun 2020
When and Why is Unsupervised Neural Machine Translation Useless? Yunsu Kim Miguel Graça Hermann Ney SSL 25 70 0 22 Apr 2020
Dictionary-based Data Augmentation for Cross-Domain Neural Machine Translation Wei Peng Chongxuan Huang Tianhao Li Yun-Nung Chen Qun Liu 30 22 0 06 Apr 2020
Unsupervised Domain Clusters in Pretrained Language Models Roee Aharoni Yoav Goldberg 35 244 0 05 Apr 2020
Multi-Source Domain Adaptation for Text Classification via DistanceNet-Bandits Han Guo Ramakanth Pasunuru Joey Tianyi Zhou 22 114 0 13 Jan 2020
Exploring Benefits of Transfer Learning in Neural Machine Translation Tom Kocmi 27 17 0 06 Jan 2020
Tag-less Back-Translation Idris Abdulmumin B. Galadanci Aliyu Dadan Garba 19 11 0 22 Dec 2019
Neural Machine Translation: A Review and Survey Felix Stahlberg 3DV AI4TS MedIm 20 311 0 04 Dec 2019
Robust Neural Machine Translation for Clean and Noisy Speech Transcripts Mattia Antonino Di Gangi Robert Enyedi A. Brusadin Marcello Federico 23 25 0 22 Oct 2019
Domain Differential Adaptation for Neural Machine Translation Zi-Yi Dou Xinyi Wang Junjie Hu Graham Neubig 28 17 0 07 Oct 2019
Simple, Scalable Adaptation for Neural Machine Translation Ankur Bapna N. Arivazhagan Orhan Firat AI4CE 44 407 0 18 Sep 2019
Domain Adaptation of Neural Machine Translation by Lexicon Induction Junjie Hu Mengzhou Xia Graham Neubig J. Carbonell 25 74 0 02 Jun 2019
Six Challenges for Neural Machine Translation Philipp Koehn Rebecca Knowles AAML AIMat 224 1,208 0 12 Jun 2017
Bridging Neural Machine Translation and Bilingual Dictionaries Jiajun Zhang Chengqing Zong 60 54 0 24 Oct 2016
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 6,746 0 26 Sep 2016
One Sentence One Model for Neural Machine Translation Xiaoqing Li Jiajun Zhang Chengqing Zong AI4CE 128 62 0 21 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