Domain Adaptation and Multi-Domain Adaptation for Neural Machine Translation: A Survey

14 April 2021

Papers citing "Domain Adaptation and Multi-Domain Adaptation for Neural Machine Translation: A Survey"

29 / 29 papers shown

Title
From Priest to Doctor: Domain Adaptation for Low-Resource Neural Machine Translation Ali Marashian Enora Rice Luke Gessler Alexis Palmer K. Wense 81 1 0 24 Feb 2025
Low-resource Machine Translation: what for? who for? An observational study on a dedicated Tetun language translation service Raphael Merx Hanna Suominen Adérito José Guterres Correia Trevor Cohn 70 1 0 19 Nov 2024
Scalable Multi-Domain Adaptation of Language Models using Modular Experts Peter Schafhalter Shun Liao Yanqi Zhou Chih-Kuan Yeh Arun Kandoor James Laudon MoE 29 1 0 14 Oct 2024
A Comprehensive Review of Machine Learning Advances on Data Change: A Cross-Field Perspective Jeng-Lin Li Chih-Fan Hsu Ming-Ching Chang Wei-Chao Chen OOD 44 2 0 20 Feb 2024
Supervised Learning and Large Language Model Benchmarks on Mental Health Datasets: Cognitive Distortions and Suicidal Risks in Chinese Social Media Hongzhi Qi Qing Zhao Jianqiang Li Changwei Song Wei-dong Zhai ... Y. Yu Fan Wang Huijing Zou Bing Xiang Yang Guanghui Fu AI4MH 23 12 0 07 Sep 2023
Domain-adaptive Message Passing Graph Neural Network X. Shen Shirui Pan K. Choi Xiaoping Zhou 38 16 0 31 Aug 2023
Modular Deep Learning Jonas Pfeiffer Sebastian Ruder Ivan Vulić E. Ponti MoMe OOD 32 73 0 22 Feb 2023
Finding the Right Recipe for Low Resource Domain Adaptation in Neural Machine Translation Virginia Adams Sandeep Subramanian Mike Chrzanowski Oleksii Hrinchuk Oleksii Kuchaiev 17 2 0 02 Jun 2022
Chunk-based Nearest Neighbor Machine Translation Pedro Henrique Martins Zita Marinho André F.T. Martins RALM 80 28 0 24 May 2022
When does Parameter-Efficient Transfer Learning Work for Machine Translation? A. Ustun Asa Cooper Stickland 37 7 0 23 May 2022
Efficient Machine Translation Domain Adaptation Pedro Henrique Martins Zita Marinho André F.T. Martins 69 14 0 26 Apr 2022
Adaptor: Objective-Centric Adaptation Framework for Language Models Michal vStefánik Vít Novotný Nikola Groverová Petr Sojka 32 10 0 08 Mar 2022
Generalised Unsupervised Domain Adaptation of Neural Machine Translation with Cross-Lingual Data Selection Thuy-Trang Vu Xuanli He D.Q. Phung Gholamreza Haffari 38 10 0 09 Sep 2021
Rapid Domain Adaptation for Machine Translation with Monolingual Data Mahdis Mahdieh M. Chen Yuan Cao Orhan Firat 37 7 0 23 Oct 2020
A Survey on Recent Approaches for Natural Language Processing in Low-Resource Scenarios Michael A. Hedderich Lukas Lange Heike Adel Jannik Strötgen Dietrich Klakow 199 286 0 23 Oct 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 96 17 0 18 Oct 2020
It's Morphin' Time! Combating Linguistic Discrimination with Inflectional Perturbations Samson Tan Shafiq R. Joty Min-Yen Kan R. Socher 166 103 0 09 May 2020
Distill, Adapt, Distill: Training Small, In-Domain Models for Neural Machine Translation Mitchell A. Gordon Kevin Duh CLL VLM 26 13 0 05 Mar 2020
Pivot-based Transfer Learning for Neural Machine Translation between Non-English Languages Yunsu Kim P. Petrov Pavel Petrushkov Shahram Khadivi Hermann Ney LRM 50 79 0 20 Sep 2019
Dynamic Sentence Sampling for Efficient Training of Neural Machine Translation Rui Wang Masao Utiyama Eiichiro Sumita 27 27 0 01 May 2018
Classical Structured Prediction Losses for Sequence to Sequence Learning Sergey Edunov Myle Ott Michael Auli David Grangier MarcÁurelio Ranzato AIMat 56 185 0 14 Nov 2017
Six Challenges for Neural Machine Translation Philipp Koehn Rebecca Knowles AAML AIMat 224 1,208 0 12 Jun 2017
Model-Agnostic Meta-Learning for Fast Adaptation of Deep Networks Chelsea Finn Pieter Abbeel Sergey Levine OOD 338 11,684 0 09 Mar 2017
Bridging Neural Machine Translation and Bilingual Dictionaries Jiajun Zhang Chengqing Zong 60 54 0 24 Oct 2016
Lexicons and Minimum Risk Training for Neural Machine Translation: NAIST-CMU at WAT2016 Graham Neubig 24 28 0 20 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 114 62 0 21 Sep 2016
Efficient Estimation of Word Representations in Vector Space Tomáš Mikolov Kai Chen G. Corrado J. Dean 3DV 245 31,257 0 16 Jan 2013
Improving neural networks by preventing co-adaptation of feature detectors Geoffrey E. Hinton Nitish Srivastava A. Krizhevsky Ilya Sutskever Ruslan Salakhutdinov VLM 266 7,636 0 03 Jul 2012