v1v2v3 (latest)

Pre-Trained Multilingual Sequence-to-Sequence Models: A Hope for Low-Resource Language Translation?

16 March 2022

David Ifeoluwa Adelani

Papers citing "Pre-Trained Multilingual Sequence-to-Sequence Models: A Hope for Low-Resource Language Translation?"

31 / 31 papers shown

Title
Language Fusion for Parameter-Efficient Cross-lingual Transfer Philipp Borchert Ivan Vulić Marie-Francine Moens Jochen De Weerdt 99 0 0 12 Jan 2025
How to Learn in a Noisy World? Self-Correcting the Real-World Data Noise in Machine Translation Yan Meng Di Wu Christof Monz 74 1 0 02 Jul 2024
IrokoBench: A New Benchmark for African Languages in the Age of Large Language Models David Ifeoluwa Adelani Jessica Ojo Israel Abebe Azime Jian Yun Zhuang Jesujoba Oluwadara Alabi ... Salomey Osei Sokhar Samb Tadesse Kebede Guge Pontus Stenetorp Pontus Stenetorp ELM 146 10 0 05 Jun 2024
Neural Machine Translation for Low-Resource Languages: A Survey Surangika Ranathunga E. Lee Marjana Prifti Skenduli Ravi Shekhar Mehreen Alam Rishemjit Kaur 112 246 0 29 Jun 2021
How to Adapt Your Pretrained Multilingual Model to 1600 Languages Abteen Ebrahimi Katharina Kann LRM VLM 84 69 0 03 Jun 2021
Continual Mixed-Language Pre-Training for Extremely Low-Resource Neural Machine Translation Zihan Liu Genta Indra Winata Pascale Fung VLM CLL 84 54 0 09 May 2021
Family of Origin and Family of Choice: Massively Parallel Lexiconized Iterative Pretraining for Severely Low Resource Machine Translation Zhong Zhou Alexander Waibel 50 4 0 12 Apr 2021
Quality at a Glance: An Audit of Web-Crawled Multilingual Datasets Julia Kreutzer Isaac Caswell Lisa Wang Ahsan Wahab D. Esch ... Duygu Ataman Orevaoghene Ahia Oghenefego Ahia Sweta Agrawal Mofetoluwa Adeyemi 56 277 0 22 Mar 2021
The Effect of Domain and Diacritics in Yorùbá-English Neural Machine Translation David Ifeoluwa Adelani Dana Ruiter Jesujoba Oluwadara Alabi Damilola Adebonojo Adesina Ayeni Mofetoluwa Adeyemi Ayodele Awokoya C. España-Bonet 76 41 0 15 Mar 2021
Data Augmentation and Terminology Integration for Domain-Specific Sinhala-English-Tamil Statistical Machine Translation Aloka Fernando Surangika Ranathunga G. Dias 32 24 0 05 Nov 2020
mT5: A massively multilingual pre-trained text-to-text transformer Linting Xue Noah Constant Adam Roberts Mihir Kale Rami Al-Rfou Aditya Siddhant Aditya Barua Colin Raffel 138 2,555 0 22 Oct 2020
Beyond English-Centric Multilingual Machine Translation Angela Fan Shruti Bhosale Holger Schwenk Zhiyi Ma Ahmed El-Kishky ... Vitaliy Liptchinsky Sergey Edunov Edouard Grave Michael Auli Armand Joulin LRM 80 855 0 21 Oct 2020
Analyzing the Source and Target Contributions to Predictions in Neural Machine Translation Elena Voita Rico Sennrich Ivan Titov 57 86 0 21 Oct 2020
The State and Fate of Linguistic Diversity and Inclusion in the NLP World Pratik M. Joshi Sebastin Santy A. Budhiraja Kalika Bali Monojit Choudhury LMTD 117 853 0 20 Apr 2020
XTREME: A Massively Multilingual Multi-task Benchmark for Evaluating Cross-lingual Generalization Junjie Hu Sebastian Ruder Aditya Siddhant Graham Neubig Orhan Firat Melvin Johnson ELM 183 973 0 24 Mar 2020
PMIndia -- A Collection of Parallel Corpora of Languages of India Barry Haddow Faheem Kirefu 51 102 0 27 Jan 2020
Multilingual Denoising Pre-training for Neural Machine Translation Yinhan Liu Jiatao Gu Naman Goyal Xian Li Sergey Edunov Marjan Ghazvininejad M. Lewis Luke Zettlemoyer AI4CE AIMat 124 1,809 0 22 Jan 2020
CCMatrix: Mining Billions of High-Quality Parallel Sentences on the WEB Holger Schwenk Guillaume Wenzek Sergey Edunov Edouard Grave Armand Joulin 82 261 0 10 Nov 2019
CCAligned: A Massive Collection of Cross-Lingual Web-Document Pairs Ahmed El-Kishky Vishrav Chaudhary Francisco Guzman Philipp Koehn 97 199 0 10 Nov 2019
Investigating Multilingual NMT Representations at Scale Sneha Kudugunta Ankur Bapna Isaac Caswell N. Arivazhagan Orhan Firat LRM 178 124 0 05 Sep 2019
Towards Realistic Practices In Low-Resource Natural Language Processing: The Development Set Katharina Kann Kyunghyun Cho Samuel R. Bowman 47 44 0 04 Sep 2019
Massively Multilingual Neural Machine Translation in the Wild: Findings and Challenges N. Arivazhagan Ankur Bapna Orhan Firat Dmitry Lepikhin Melvin Johnson ... George F. Foster Colin Cherry Wolfgang Macherey Zhiwen Chen Yonghui Wu 85 428 0 11 Jul 2019
Evaluating the Supervised and Zero-shot Performance of Multi-lingual Translation Models Chris Hokamp John Glover D. Ghalandari 46 14 0 24 Jun 2019
Benchmarking Neural Machine Translation for Southern African Languages Laura Martinus Jade Z. Abbott 54 18 0 17 Jun 2019
How multilingual is Multilingual BERT? Telmo Pires Eva Schlinger Dan Garrette LRM VLM 156 1,410 0 04 Jun 2019
Rapid Adaptation of Neural Machine Translation to New Languages Graham Neubig Junjie Hu AI4CE 71 209 0 13 Aug 2018
On the Impact of Various Types of Noise on Neural Machine Translation Huda Khayrallah Philipp Koehn AAML 60 219 0 31 May 2018
Filtering and Mining Parallel Data in a Joint Multilingual Space Holger Schwenk 66 109 0 24 May 2018
A Call for Clarity in Reporting BLEU Scores Matt Post 162 2,994 0 23 Apr 2018
Six Challenges for Neural Machine Translation Philipp Koehn Rebecca Knowles AAML AIMat 373 1,225 0 12 Jun 2017
Attention Is All You Need Ashish Vaswani Noam M. Shazeer Niki Parmar Jakob Uszkoreit Llion Jones Aidan Gomez Lukasz Kaiser Illia Polosukhin 3DV 713 131,652 0 12 Jun 2017