Universal Neural Machine Translation for Extremely Low Resource Languages

15 February 2018

Papers citing "Universal Neural Machine Translation for Extremely Low Resource Languages"

50 / 141 papers shown

Title
Multilingual Machine Translation with Quantum Encoder Decoder Attention-based Convolutional Variational Circuits Subrit Dikshit Ritu Tiwari Priyank Jain 24 0 0 14 May 2025
Bridging the Linguistic Divide: A Survey on Leveraging Large Language Models for Machine Translation Baban Gain Dibyanayan Bandyopadhyay Asif Ekbal LM&MA 58 1 0 02 Apr 2025
Optimizing the Training Schedule of Multilingual NMT using Reinforcement Learning Alexis Allemann Àlex R. Atrio Andrei Popescu-Belis 31 0 0 08 Oct 2024
Can the Variation of Model Weights be used as a Criterion for Self-Paced Multilingual NMT? Àlex R. Atrio Alexis Allemann Ljiljana Dolamic Andrei Popescu-Belis 30 1 0 05 Oct 2024
A Data Selection Approach for Enhancing Low Resource Machine Translation Using Cross-Lingual Sentence Representations Nidhi Kowtal Tejas Deshpande Raviraj Joshi 17 1 0 04 Sep 2024
Generative-Adversarial Networks for Low-Resource Language Data Augmentation in Machine Translation Linda Zeng GAN 24 0 0 24 Aug 2024
Learning-From-Mistakes Prompting for Indigenous Language Translation You-Cheng Liao Chen-Jui Yu Chi-Yi Lin He-Feng Yun Yen-Hsiang Wang Hsiao-Min Li Yao-Chung Fan 44 1 0 18 Jul 2024
ProxyLM: Predicting Language Model Performance on Multilingual Tasks via Proxy Models David Anugraha Genta Indra Winata Chenyue Li Patrick Amadeus Irawan En-Shiun Annie Lee 41 7 0 13 Jun 2024
"I Searched for a Religious Song in Amharic and Got Sexual Content Instead": Investigating Online Harm in Low-Resourced Languages on YouTube H. Nigatu Inioluwa Deborah Raji 45 9 0 26 May 2024
Introducing Syllable Tokenization for Low-resource Languages: A Case Study with Swahili Jesse Atuhurra Hiroyuki Shindo Hidetaka Kamigaito Taro Watanabe 13 2 0 26 Mar 2024
m3P: Towards Multimodal Multilingual Translation with Multimodal Prompt Jian Yang Hongcheng Guo Yuwei Yin Jiaqi Bai Bing Wang Jiaheng Liu Xinnian Liang Linzheng Cahi Liqun Yang Zhoujun Li 40 9 0 26 Mar 2024
Optimizing Language Augmentation for Multilingual Large Language Models: A Case Study on Korean Changsu Choi Yongbin Jeong Seoyoon Park Inho Won HyeonSeok Lim ... Yiseul Lee HyeJin Lee Younggyun Hahm Hansaem Kim Kyungtae Lim 31 11 0 16 Mar 2024
Mitigating the Linguistic Gap with Phonemic Representations for Robust Multilingual Language Understanding Haeji Jung Changdae Oh Jooeon Kang Jimin Sohn Kyungwoo Song Jinkyu Kim David R. Mortensen 32 1 0 22 Feb 2024
Could We Have Had Better Multilingual LLMs If English Was Not the Central Language? Ryandito Diandaru Lucky Susanto Zilu Tang Ayu Purwarianti Derry Wijaya 33 1 0 21 Feb 2024
Context-PEFT: Efficient Multi-Modal, Multi-Task Fine-Tuning Avelina Asada Hadji-Kyriacou Ognjen Arandjelović 32 0 0 14 Dec 2023
Clustering Pseudo Language Family in Multilingual Translation Models with Fisher Information Matrix Xinyu Ma Xuebo Liu Min Zhang 42 1 0 05 Dec 2023
How Vocabulary Sharing Facilitates Multilingualism in LLaMA? Fei Yuan Shuai Yuan Zhiyong Wu Lei Li 37 10 0 15 Nov 2023
Learning from Limited Heterogeneous Training Data: Meta-Learning for Unsupervised Zero-Day Web Attack Detection across Web Domains Peiyang Li Ye Wang Qi Li Zhuotao Liu Ke Xu Ju Ren Zhiying Liu Ruilin Lin AAML 29 8 0 07 Sep 2023
Improving Zero-shot Multilingual Neural Machine Translation by Leveraging Cross-lingual Consistency Regularization Pengzhi Gao Liwen Zhang Zhongjun He Hua Wu Haifeng Wang 30 14 0 12 May 2023
Syntax and Domain Aware Model for Unsupervised Program Translation Fang Liu Jia Li Li Zhang 27 18 0 08 Feb 2023
Lego-MT: Learning Detachable Models for Massively Multilingual Machine Translation Fei Yuan Yinquan Lu Wenhao Zhu Lingpeng Kong Lei Li Yu Qiao Jingjing Xu MoE 38 22 0 20 Dec 2022
Manifestations of Xenophobia in AI Systems Nenad Tomašev J. L. Maynard Iason Gabriel 24 9 0 15 Dec 2022
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
Life-long Learning for Multilingual Neural Machine Translation with Knowledge Distillation Yang Zhao Junnan Zhu Lu Xiang Jiajun Zhang Yu Zhou Feifei Zhai Chengqing Zong CLL 47 6 0 06 Dec 2022
Improving Zero-Shot Multilingual Translation with Universal Representations and Cross-Mappings Shuhao Gu Yang Feng 27 11 0 28 Oct 2022
SIT at MixMT 2022: Fluent Translation Built on Giant Pre-trained Models A. Khan Hrishikesh Kanade G. Budhrani Preet Jhanglani Jia Xu 81 2 0 21 Oct 2022
MTet: Multi-domain Translation for English and Vietnamese C. Ngo Trieu H. Trinh Long Phan H. Tran Tai Dang Hieu Duy Nguyen Minh Le Nguyen Minh-Thang Luong VLM 29 8 0 11 Oct 2022
Enriching Biomedical Knowledge for Low-resource Language Through Large-Scale Translation Long Phan Tai Dang H. Tran Trieu H. Trinh Vy Phan Lam D. Chau Minh-Thang Luong 15 8 0 11 Oct 2022
Robust Unsupervised Cross-Lingual Word Embedding using Domain Flow Interpolation Liping Tang Zhen Li Zhiquan Luo Helen Meng OOD 23 0 0 07 Oct 2022
MALM: Mixing Augmented Language Modeling for Zero-Shot Machine Translation Kshitij Gupta VLM LRM 24 2 0 01 Oct 2022
Informative Language Representation Learning for Massively Multilingual Neural Machine Translation Renren Jin Deyi Xiong 28 4 0 04 Sep 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
Cross-lingual Word Embeddings in Hyperbolic Space Chandni Saxena Mudit Chaudhary Helen Meng 13 3 0 04 May 2022
CAMERO: Consistency Regularized Ensemble of Perturbed Language Models with Weight Sharing Chen Liang Pengcheng He Yelong Shen Weizhu Chen T. Zhao FedML 9 6 0 13 Apr 2022
Think about it! Improving defeasible reasoning by first modeling the question scenario Cencheng Shen Niket Tandon Ha Trinh Peter Clark Yiming Yang Eduard H. Hovy LRM ReLM 35 30 0 24 Oct 2021
Breaking Down Multilingual Machine Translation Ting-Rui Chiang Yi-Pei Chen Yi-Ting Yeh Graham Neubig 19 13 0 15 Oct 2021
Beyond Distillation: Task-level Mixture-of-Experts for Efficient Inference Sneha Kudugunta Yanping Huang Ankur Bapna M. Krikun Dmitry Lepikhin Minh-Thang Luong Orhan Firat MoE 119 106 0 24 Sep 2021
Text is Text, No Matter What: Unifying Text Recognition using Knowledge Distillation A. Bhunia Aneeshan Sain Pinaki Nath Chowdhury Yi-Zhe Song 27 28 0 26 Jul 2021
Importance-based Neuron Allocation for Multilingual Neural Machine Translation Wanying Xie Yang Feng Shuhao Gu Dong Yu 36 32 0 14 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 38 236 0 29 Jun 2021
Pay Better Attention to Attention: Head Selection in Multilingual and Multi-Domain Sequence Modeling Hongyu Gong Yun Tang J. Pino Xian Li 33 11 0 21 Jun 2021
Language Tags Matter for Zero-Shot Neural Machine Translation Liwei Wu Shanbo Cheng Mingxuan Wang Lei Li 3DV 37 36 0 15 Jun 2021
AUGVIC: Exploiting BiText Vicinity for Low-Resource NMT Tasnim Mohiuddin M Saiful Bari Chenyu You 19 8 0 09 Jun 2021
Extremely low-resource machine translation for closely related languages Maali Tars Andre Tättar Mark Fishel 18 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 40 49 0 09 May 2021
Towards Fair Federated Learning with Zero-Shot Data Augmentation Weituo Hao Mostafa El-Khamy Jungwon Lee Jianyi Zhang Kevin J Liang Changyou Chen Lawrence Carin FedML 14 89 0 27 Apr 2021
Counter-Interference Adapter for Multilingual Machine Translation Yaoming Zhu Jiangtao Feng Chengqi Zhao Mingxuan Wang Lei Li 33 57 0 16 Apr 2021
Domain Adaptation and Multi-Domain Adaptation for Neural Machine Translation: A Survey Danielle Saunders AI4CE 25 85 0 14 Apr 2021
Family of Origin and Family of Choice: Massively Parallel Lexiconized Iterative Pretraining for Severely Low Resource Machine Translation Zhong Zhou Alexander Waibel 16 4 0 12 Apr 2021