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Domain Adaptation and Multi-Domain Adaptation for Neural Machine Translation: A Survey
Journal of Artificial Intelligence Research (JAIR), 2021
14 April 2021
Danielle Saunders
AI4CE
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Papers citing
"Domain Adaptation and Multi-Domain Adaptation for Neural Machine Translation: A Survey"
41 / 41 papers shown
Specification-Aware Machine Translation and Evaluation for Purpose Alignment
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Optimal Corpus Aware Training for Neural Machine Translation
Yi-Hsiu Liao
Cheng Shen
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TULUN: Transparent and Adaptable Low-resource Machine Translation
Raphael Merx
Hanna Suominen
Lois Hong
Nick Thieberger
Trevor Cohn
Ekaterina Vylomova
248
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24 May 2025
In-Domain African Languages Translation Using LLMs and Multi-armed Bandits
Pratik Rakesh Singh
Kritarth Prasad
Mohammadi Zaki
Pankaj Wasnik
240
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21 May 2025
From Priest to Doctor: Domain Adaptation for Low-Resource Neural Machine Translation
International Conference on Computational Linguistics (COLING), 2024
Ali Marashian
Enora Rice
Luke Gessler
Alexis Palmer
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24 Feb 2025
Beyond English: Evaluating Automated Measurement of Moral Foundations in Non-English Discourse with a Chinese Case Study
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Scott A. Hale
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Domain adapted machine translation: What does catastrophic forgetting forget and why?
Conference on Empirical Methods in Natural Language Processing (EMNLP), 2024
Danielle Saunders
Steve DeNeefe
AI4CE
161
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23 Dec 2024
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
757
5
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
249
3
0
14 Oct 2024
On Instruction-Finetuning Neural Machine Translation Models
Conference on Machine Translation (WMT), 2024
Vikas Raunak
Roman Grundkiewicz
Marcin Junczys-Dowmunt
192
3
0
07 Oct 2024
Large Language Model for Multi-Domain Translation: Benchmarking and Domain CoT Fine-tuning
Conference on Empirical Methods in Natural Language Processing (EMNLP), 2024
Tianxiang Hu
Pei Zhang
Baosong Yang
Jun Xie
Yang Li
Rui Wang
ALM
LRM
331
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03 Oct 2024
QAEncoder: Towards Aligned Representation Learning in Question Answering Systems
Annual Meeting of the Association for Computational Linguistics (ACL), 2024
Zhengren Wang
Qinhan Yu
Shida Wei
Zhiyu Li
Feiyu Xiong
Xiaoxing Wang
Pengnian Qi
Hao Liang
Wentao Zhang
RALM
540
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30 Sep 2024
Defining Boundaries: The Impact of Domain Specification on Cross-Language and Cross-Domain Transfer in Machine Translation
Lia Shahnazaryan
Meriem Beloucif
288
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21 Aug 2024
Investigating the potential of Sparse Mixtures-of-Experts for multi-domain neural machine translation
Nadezhda Chirkova
Vassilina Nikoulina
Jean-Luc Meunier
Alexandre Berard
MoE
261
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0
01 Jul 2024
IMO: Greedy Layer-Wise Sparse Representation Learning for Out-of-Distribution Text Classification with Pre-trained Models
Tao Feng
Zhuang Li
Zhuang Li
Haolan Zhan
Yuncheng Hua
Gholamreza Haffari
VLM
323
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21 Apr 2024
F-MALLOC: Feed-forward Memory Allocation for Continual Learning in Neural Machine Translation
Junhong Wu
Yuchen Liu
Chengqing Zong
CLL
274
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07 Apr 2024
Can Humans Identify Domains?
International Conference on Language Resources and Evaluation (LREC), 2024
Maria Barrett
Max Müller-Eberstein
Elisa Bassignana
Amalie Brogaard Pauli
Mike Zhang
Rob van der Goot
302
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02 Apr 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
332
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0
20 Feb 2024
What the Weight?! A Unified Framework for Zero-Shot Knowledge Composition
Findings (Findings), 2024
Carolin Holtermann
Markus Frohmann
Navid Rekabsaz
Anne Lauscher
MoMe
368
5
0
23 Jan 2024
Domain Adaptation for Time series Transformers using One-step fine-tuning
Subina Khanal
Seshu Tirupathi
Giulio Zizzo
Ambrish Rawat
T. Pedersen
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242
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12 Jan 2024
Domain Adaptation for Arabic Machine Translation: The Case of Financial Texts
Emad A. Alghamdi
Jezia Zakraoui
Fares A. Abanmy
344
3
0
22 Sep 2023
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
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Y. Yu
Fan Wang
Huijing Zou
Bing Xiang Yang
Guanghui Fu
AI4MH
266
18
0
07 Sep 2023
Adaptation Speed Analysis for Fairness-aware Causal Models
International Conference on Information and Knowledge Management (CIKM), 2023
Yujie Lin
Chen Zhao
Minglai Shao
Xujiang Zhao
Haifeng Chen
172
6
0
31 Aug 2023
Domain-adaptive Message Passing Graph Neural Network
Neural Networks (Neural Netw.), 2023
X. Shen
Shirui Pan
K. Choi
Xiaoping Zhou
326
26
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31 Aug 2023
Diffusion Models for Image Restoration and Enhancement: A Comprehensive Survey
International Journal of Computer Vision (IJCV), 2023
Xin Li
Yulin Ren
Xin Jin
Cuiling Lan
Xingyu Wang
Wenjun Zeng
Xinchao Wang
Zhibo Chen
466
163
0
18 Aug 2023
Federated Domain Generalization: A Survey
Proceedings of the IEEE (Proc. IEEE), 2023
Ying Li
Xingwei Wang
Rongfei Zeng
Praveen Kumar Donta
Ilir Murturi
Min Huang
Schahram Dustdar
OOD
FedML
AI4CE
382
58
0
02 Jun 2023
Exploring the Landscape of Machine Unlearning: A Comprehensive Survey and Taxonomy
IEEE Transactions on Neural Networks and Learning Systems (TNNLS), 2023
T. Shaik
Xiaohui Tao
Haoran Xie
Lin Li
Xiaofeng Zhu
Qingyuan Li
MU
609
65
0
10 May 2023
Tailoring Domain Adaptation for Machine Translation Quality Estimation
European Association for Machine Translation Conferences/Workshops (EAMT), 2023
Javad Pourmostafa Roshan Sharami
D. Shterionov
Frédéric Blain
Eva Vanmassenhove
M. D. Sisto
Chris Emmery
Pieter Spronck
258
5
0
18 Apr 2023
Modular Deep Learning
Jonas Pfeiffer
Sebastian Ruder
Ivan Vulić
Edoardo Ponti
MoMe
OOD
492
109
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22 Feb 2023
Improving Automated Program Repair with Domain Adaptation
ACM Transactions on Software Engineering and Methodology (TOSEM), 2022
Armin Zirak
Hadi Hemmati
220
16
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21 Dec 2022
Soft Alignment Objectives for Robust Adaptation of Language Generation
Annual Meeting of the Association for Computational Linguistics (ACL), 2022
Michal vStefánik
Marek Kadlcík
Petr Sojka
311
4
0
29 Nov 2022
On the Domain Adaptation and Generalization of Pretrained Language Models: A Survey
Xu Guo
Han Yu
LM&MA
VLM
373
38
0
06 Nov 2022
Vernacular Search Query Translation with Unsupervised Domain Adaptation
Mandar M. Kulkarni
Nikesh Garera
156
1
0
07 Aug 2022
Finding the Right Recipe for Low Resource Domain Adaptation in Neural Machine Translation
Virginia Adams
Sandeep Subramanian
Mike Chrzanowski
Oleksii Hrinchuk
Oleksii Kuchaiev
231
2
0
02 Jun 2022
Chunk-based Nearest Neighbor Machine Translation
Conference on Empirical Methods in Natural Language Processing (EMNLP), 2022
Pedro Henrique Martins
Zita Marinho
André F.T. Martins
RALM
396
34
0
24 May 2022
When does Parameter-Efficient Transfer Learning Work for Machine Translation?
Conference on Empirical Methods in Natural Language Processing (EMNLP), 2022
Ahmet Üstün
Asa Cooper Stickland
224
8
0
23 May 2022
Efficient Machine Translation Domain Adaptation
Pedro Henrique Martins
Zita Marinho
André F.T. Martins
266
16
0
26 Apr 2022
Adaptor: Objective-Centric Adaptation Framework for Language Models
Annual Meeting of the Association for Computational Linguistics (ACL), 2022
Michal vStefánik
Vít Novotný
Nikola Groverová
Petr Sojka
300
10
0
08 Mar 2022
Selecting Parallel In-domain Sentences for Neural Machine Translation Using Monolingual Texts
Javad Pourmostafa Roshan Sharami
D. Shterionov
Pieter Spronck
222
11
0
11 Dec 2021
SHIFT15M: Fashion-specific dataset for set-to-set matching with several distribution shifts
Masanari Kimura
Takuma Nakamura
Yuki Saito
OOD
271
4
0
30 Aug 2021
Pay Better Attention to Attention: Head Selection in Multilingual and Multi-Domain Sequence Modeling
Neural Information Processing Systems (NeurIPS), 2021
Hongyu Gong
Yun Tang
J. Pino
Xian Li
290
14
0
21 Jun 2021
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