Multilingual Domain Adaptation for NMT: Decoupling Language and Domain
Information with Adapters

Multilingual Domain Adaptation for NMT: Decoupling Language and Domain Information with Adapters

18 October 2021

Asa Cooper Stickland

Alexandre Berard

Vassilina Nikoulina

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Papers citing "Multilingual Domain Adaptation for NMT: Decoupling Language and Domain Information with Adapters"

19 / 19 papers shown

Title
Defining Boundaries: The Impact of Domain Specification on Cross-Language and Cross-Domain Transfer in Machine Translation Lia Shahnazaryan Meriem Beloucif 102 1 0 21 Aug 2024
M2QA: Multi-domain Multilingual Question Answering Leon Arne Engländer Hannah Sterz Clifton A. Poth Jonas Pfeiffer Ilia Kuznetsov Iryna Gurevych VLM 155 5 0 01 Jul 2024
What the Weight?! A Unified Framework for Zero-Shot Knowledge CompositionFindings (Findings), 2024 Carolin Holtermann Markus Frohmann Navid Rekabsaz Anne Lauscher MoMe 131 5 0 23 Jan 2024
How Transferable are Attribute Controllers on Pretrained Multilingual Translation Models?Conference of the European Chapter of the Association for Computational Linguistics (EACL), 2023 Danni Liu Jan Niehues 131 3 0 15 Sep 2023
NAVER LABS Europe's Multilingual Speech Translation Systems for the IWSLT 2023 Low-Resource TrackInternational Workshop on Spoken Language Translation (IWSLT), 2023 Edward Gow-Smith Alexandre Berard Marcely Zanon Boito Ioan Calapodescu 123 14 0 13 Jun 2023
mmT5: Modular Multilingual Pre-Training Solves Source Language HallucinationsConference on Empirical Methods in Natural Language Processing (EMNLP), 2023 Jonas Pfeiffer Francesco Piccinno Massimo Nicosia Xinyi Wang Machel Reid Sebastian Ruder VLM LRM 162 32 0 23 May 2023
A Systematic Analysis of Vocabulary and BPE Settings for Optimal Fine-tuning of NMT: A Case Study of In-domain Translation Javad Pourmostafa Roshan Sharami D. Shterionov P. Spronck 46 4 0 01 Mar 2023
Modular Deep Learning Jonas Pfeiffer Sebastian Ruder Ivan Vulić Edoardo Ponti MoMe OOD 281 96 0 22 Feb 2023
AdapterSoup: Weight Averaging to Improve Generalization of Pretrained Language ModelsFindings (Findings), 2023 Alexandra Chronopoulou Matthew E. Peters Kangyang Luo Jesse Dodge MoMe 195 84 0 14 Feb 2023
Soft Alignment Objectives for Robust Adaptation of Language GenerationAnnual Meeting of the Association for Computational Linguistics (ACL), 2022 Michal vStefánik Marek Kadlcík Petr Sojka 128 3 0 29 Nov 2022
On the Domain Adaptation and Generalization of Pretrained Language Models: A Survey Xu Guo Han Yu LM&MA VLM 213 32 0 06 Nov 2022
$m^4Adapter$ : Multilingual Multi-Domain Adaptation for Machine Translation with a Meta-Adapter Wen Lai Alexandra Chronopoulou Kangyang Luo 116 3 0 21 Oct 2022
Can Domains Be Transferred Across Languages in Multi-Domain Multilingual Neural Machine Translation?Conference on Machine Translation (WMT), 2022 Thuy-Trang Vu Shahram Khadivi Xuanli He Dinh Q. Phung Gholamreza Haffari AI4CE 87 1 0 20 Oct 2022
Vernacular Search Query Translation with Unsupervised Domain Adaptation Mandar M. Kulkarni Nikesh Garera 55 1 0 07 Aug 2022
Local Byte Fusion for Neural Machine TranslationAnnual Meeting of the Association for Computational Linguistics (ACL), 2022 Makesh Narsimhan Sreedhar Xiangpeng Wan Yu-Jie Cheng Junjie Hu 233 6 0 23 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 149 8 0 23 May 2022
Lifting the Curse of Multilinguality by Pre-training Modular TransformersNorth American Chapter of the Association for Computational Linguistics (NAACL), 2022 Jonas Pfeiffer Naman Goyal Xi Lin Xian Li James Cross Sebastian Riedel Mikel Artetxe LRM 157 155 0 12 May 2022
Multilingual Pre-training with Language and Task Adaptation for Multilingual Text Style TransferAnnual Meeting of the Association for Computational Linguistics (ACL), 2022 Huiyuan Lai Antonio Toral Malvina Nissim 101 13 0 16 Mar 2022
TyDi QA: A Benchmark for Information-Seeking Question Answering in Typologically Diverse LanguagesTransactions of the Association for Computational Linguistics (TACL), 2020 J. Clark Eunsol Choi Michael Collins Dan Garrette Tom Kwiatkowski Vitaly Nikolaev J. Palomaki 356 673 0 10 Mar 2020

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