Trivial Transfer Learning for Low-Resource Neural Machine Translation

2 September 2018

Papers citing "Trivial Transfer Learning for Low-Resource Neural Machine Translation"

50 / 70 papers shown

Title
Cross-Linguistic Examination of Machine Translation Transfer Learning Saughmon Boujkian 35 0 0 03 Jan 2025
Quantity vs. Quality of Monolingual Source Data in Automatic Text Translation: Can It Be Too Little If It Is Too Good? Idris Abdulmumin B. Galadanci G. Aliyu Shamsuddeen Hassan Muhammad 31 1 0 17 Oct 2024
Investigating Neural Machine Translation for Low-Resource Languages: Using Bavarian as a Case Study Wan-Hua Her Udo Kruschwitz 37 4 0 12 Apr 2024
Disentangling the Roles of Target-Side Transfer and Regularization in Multilingual Machine Translation Yan Meng Christof Monz LRM 33 1 0 01 Feb 2024
Non-Fluent Synthetic Target-Language Data Improve Neural Machine Translation Víctor M. Sánchez-Cartagena Miquel Espla-Gomis J. A. Pérez-Ortiz F. Sánchez-Martínez 33 4 0 29 Jan 2024
Order Matters in the Presence of Dataset Imbalance for Multilingual Learning Dami Choi Derrick Xin Hamid Dadkhahi Justin Gilmer Ankush Garg Orhan Firat Chih-Kuan Yeh Andrew M. Dai Behrooz Ghorbani 55 3 0 11 Dec 2023
Multilingual k-Nearest-Neighbor Machine Translation David Stap Christof Monz 24 3 0 23 Oct 2023
Data Augmentation for Machine Translation via Dependency Subtree Swapping Attila Nagy Dorina Lakatos Botond Barta Patrick Nanys Judit Ács 31 1 0 13 Jul 2023
Improving Polish to English Neural Machine Translation with Transfer Learning: Effects of Data Volume and Language Similarity J. Eronen M. Ptaszynski Karol Nowakowski Zheng Lin Chia Fumito Masui 24 1 0 01 Jun 2023
Parallel Corpus for Indigenous Language Translation: Spanish-Mazatec and Spanish-Mixtec A. Tonja Christian Efraín Maldonado Sifuentes David Alejandro Mendoza Castillo Olga Kolesnikova Noé Alejandro Castro-Sánchez Grigori Sidorov Alexander Gelbukh 29 8 0 27 May 2023
Viewing Knowledge Transfer in Multilingual Machine Translation Through a Representational Lens David Stap Vlad Niculae Christof Monz 30 10 0 19 May 2023
ConsistTL: Modeling Consistency in Transfer Learning for Low-Resource Neural Machine Translation Zhao Li Xuebo Liu Derek F. Wong Lidia S. Chao Min Zhang CLL 33 14 0 08 Dec 2022
Findings of the Covid-19 MLIA Machine Translation Task F. Casacuberta Alexandru Ceausu K. Choukri Miltos Deligiannis Miguel Domingo ... V. Papavassiliou Stelios Piperidis Prokopis Prokopidis Dimitris Roussis M. Salah 11 0 0 14 Nov 2022
Cross-lingual Transfer Learning for Fake News Detector in a Low-Resource Language Sangdo Han 11 2 0 26 Aug 2022
Improving Neural Machine Translation of Indigenous Languages with Multilingual Transfer Learning Wei-Rui Chen Muhammad Abdul-Mageed 11 7 0 14 May 2022
Sub-Word Alignment Is Still Useful: A Vest-Pocket Method for Enhancing Low-Resource Machine Translation Minhan Xu Yu Hong 18 6 0 09 May 2022
English2Gbe: A multilingual machine translation model for {Fon/Ewe}Gbe Gilles Hacheme 24 4 0 13 Dec 2021
EdinSaar@WMT21: North-Germanic Low-Resource Multilingual NMT Svetlana Tchistiakova Jesujoba Oluwadara Alabi Koel Dutta Chowdhury Sourav Dutta Dana Ruiter VLM 28 6 0 29 Sep 2021
HintedBT: Augmenting Back-Translation with Quality and Transliteration Hints Sahana Ramnath Melvin Johnson Abhirut Gupta A. Raghuveer 45 8 0 09 Sep 2021
Rethinking Data Augmentation for Low-Resource Neural Machine Translation: A Multi-Task Learning Approach Víctor M. Sánchez-Cartagena M. Esplà-Gomis Juan Antonio Pérez-Ortiz Felipe Sánchez-Martínez 45 27 0 08 Sep 2021
Coarse-To-Fine And Cross-Lingual ASR Transfer Peter Polák Ondrej Bojar 23 3 0 02 Sep 2021
Survey of Low-Resource Machine Translation Barry Haddow Rachel Bawden Antonio Valerio Miceli Barone Jindvrich Helcl Alexandra Birch AIMat 31 147 0 01 Sep 2021
Machine Translation of Low-Resource Indo-European Languages Wei-Rui Chen Muhammad Abdul-Mageed 6 3 0 08 Aug 2021
EmailSum: Abstractive Email Thread Summarization Shiyue Zhang Asli Celikyilmaz Jianfeng Gao Joey Tianyi Zhou 22 38 0 30 Jul 2021
Cross-lingual Transferring of Pre-trained Contextualized Language Models Zuchao Li Kevin Parnow Hai Zhao Zhuosheng Zhang Rui Wang Masao Utiyama Eiichiro Sumita 13 8 0 27 Jul 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 32 236 0 29 Jun 2021
Bridging Subword Gaps in Pretrain-Finetune Paradigm for Natural Language Generation Xin Liu Baosong Yang Dayiheng Liu Haibo Zhang Weihua Luo Min Zhang Haiying Zhang Jinsong Su 18 18 0 11 Jun 2021
AUGVIC: Exploiting BiText Vicinity for Low-Resource NMT Tasnim Mohiuddin M Saiful Bari Shafiq R. Joty 16 8 0 09 Jun 2021
Extremely low-resource machine translation for closely related languages Maali Tars Andre Tättar Mark Fishel 13 16 0 27 May 2021
Continual Mixed-Language Pre-Training for Extremely Low-Resource Neural Machine Translation Zihan Liu Genta Indra Winata Pascale Fung VLM CLL 32 49 0 09 May 2021
Cross-Attention is All You Need: Adapting Pretrained Transformers for Machine Translation Mozhdeh Gheini Xiang Ren Jonathan May LRM 20 105 0 18 Apr 2021
Domain Adaptation and Multi-Domain Adaptation for Neural Machine Translation: A Survey Danielle Saunders AI4CE 19 85 0 14 Apr 2021
Samanantar: The Largest Publicly Available Parallel Corpora Collection for 11 Indic Languages Gowtham Ramesh Sumanth Doddapaneni Aravinth Bheemaraj Mayank Jobanputra AK Raghavan ... K. Deepak Vivek Raghavan Anoop Kunchukuttan Pratyush Kumar Mitesh Khapra LRM 37 229 0 12 Apr 2021
IndT5: A Text-to-Text Transformer for 10 Indigenous Languages El Moatez Billah Nagoudi Wei-Rui Chen Muhammad Abdul-Mageed H. Cavusoglu 33 24 0 04 Apr 2021
Robust Experimentation in the Continuous Time Bandit Problem Pasquale Antonante 25 12 0 31 Mar 2021
Low-Resource Machine Translation Training Curriculum Fit for Low-Resource Languages Garry Kuwanto Afra Feyza Akyürek Isidora Chara Tourni Siyang Li Alex Jones Derry Wijaya 19 5 0 24 Mar 2021
Token-wise Curriculum Learning for Neural Machine Translation Chen Liang Haoming Jiang Xiaodong Liu Pengcheng He Weizhu Chen Jianfeng Gao T. Zhao 21 4 0 20 Mar 2021
Self-Learning for Zero Shot Neural Machine Translation Surafel Melaku Lakew Matteo Negri Marco Turchi 13 1 0 10 Mar 2021
As Good as New. How to Successfully Recycle English GPT-2 to Make Models for Other Languages Wietse de Vries Malvina Nissim 17 75 0 10 Dec 2020
Fine-tuning BERT for Low-Resource Natural Language Understanding via Active Learning Daniel Grießhaber J. Maucher Ngoc Thang Vu 19 46 0 04 Dec 2020
Dynamic Curriculum Learning for Low-Resource Neural Machine Translation Chen Xu Bojie Hu Yufan Jiang Kai Feng Zeyang Wang Shen Huang Qi Ju Tong Xiao Jingbo Zhu 15 22 0 30 Nov 2020
A Hybrid Approach for Improved Low Resource Neural Machine Translation using Monolingual Data Idris Abdulmumin B. Galadanci Abubakar Isa Habeebah Adamu Kakudi Ismaila Idris Sinan 10 6 0 14 Nov 2020
CUNI Systems for the Unsupervised and Very Low Resource Translation Task in WMT20 Ivana Kvapilíková Tom Kocmi Ondrej Bojar 23 5 0 22 Oct 2020
Unsupervised Bitext Mining and Translation via Self-trained Contextual Embeddings Phillip Keung Julian Salazar Y. Lu Noah A. Smith SSL 25 25 0 15 Oct 2020
Collective Wisdom: Improving Low-resource Neural Machine Translation using Adaptive Knowledge Distillation Fahimeh Saleh Wray L. Buntine Gholamreza Haffari 22 9 0 12 Oct 2020
ChrEn: Cherokee-English Machine Translation for Endangered Language Revitalization Shiyue Zhang B. Frey Joey Tianyi Zhou 30 28 0 09 Oct 2020
On Romanization for Model Transfer Between Scripts in Neural Machine Translation Chantal Amrhein Rico Sennrich 24 15 0 30 Sep 2020
Towards Reasonably-Sized Character-Level Transformer NMT by Finetuning Subword Systems Jindrich Libovický Alexander Fraser 11 0 0 29 Apr 2020
When and Why is Unsupervised Neural Machine Translation Useless? Yunsu Kim Miguel Graça Hermann Ney SSL 22 70 0 22 Apr 2020