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
Low-Resource Neural Machine Translation for Southern African Languages Evander Nyoni Bruce A. Bassett 17 15 0 01 Apr 2021
When Word Embeddings Become Endangered Khalid Alnajjar 11 11 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
Endangered Languages are not Low-Resourced! Mika Hämäläinen 32 29 0 17 Mar 2021
Crowdsourced Phrase-Based Tokenization for Low-Resourced Neural Machine Translation: The Case of Fon Language Bonaventure F. P. Dossou Chris C. Emezue 9 4 0 14 Mar 2021
Bilingual Dictionary-based Language Model Pretraining for Neural Machine Translation Yusen Lin Jiayong Lin Shuaicheng Zhang Haoying Dai AI4CE 15 4 0 12 Mar 2021
Towards Continual Learning for Multilingual Machine Translation via Vocabulary Substitution Xavier Garcia Noah Constant Ankur P. Parikh Orhan Firat 48 42 0 11 Mar 2021
Revisiting Language Encoding in Learning Multilingual Representations Shengjie Luo Kaiyuan Gao Shuxin Zheng Guolin Ke Di He Liwei Wang Tie-Yan Liu 34 2 0 16 Feb 2021
XLM-T: Scaling up Multilingual Machine Translation with Pretrained Cross-lingual Transformer Encoders Shuming Ma Jian Yang Haoyang Huang Zewen Chi Li Dong ... Akiko Eriguchi Saksham Singhal Xia Song Arul Menezes Furu Wei LRM 26 33 0 31 Dec 2020
Fundamental Limits and Tradeoffs in Invariant Representation Learning Han Zhao Chen Dan Bryon Aragam Tommi Jaakkola Geoffrey J. Gordon Pradeep Ravikumar FaML 33 43 0 19 Dec 2020
Exploring Pair-Wise NMT for Indian Languages Kartheek Akella Sai Himal Allu S. Ragupathi Aman Singhal Zeeshan Khan Vinay P. Namboodiri C. V. Jawahar 35 7 0 10 Dec 2020
Cross-Modal Generalization: Learning in Low Resource Modalities via Meta-Alignment Paul Pu Liang Peter Wu Liu Ziyin Louis-Philippe Morency Ruslan Salakhutdinov 33 30 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
Optimizing Transformer for Low-Resource Neural Machine Translation Ali Araabi Christof Monz VLM 41 78 0 04 Nov 2020
Emergent Communication Pretraining for Few-Shot Machine Translation Yaoyiran Li Edoardo Ponti Ivan Vulić Anna Korhonen 25 19 0 02 Nov 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 41 826 0 21 Oct 2020
Multi-task Learning for Multilingual Neural Machine Translation Yiren Wang Chengxiang Zhai Hany Awadalla 37 68 0 06 Oct 2020
Participatory Research for Low-resourced Machine Translation: A Case Study in African Languages W. Nekoto Vukosi Marivate T. Matsila Timi E. Fasubaa T. Kolawole ... A. Olabiyi A. Ramkilowan A. Oktem Adewale Akinfaderin Abdallah Bashir 32 198 0 05 Oct 2020
On Romanization for Model Transfer Between Scripts in Neural Machine Translation Chantal Amrhein Rico Sennrich 24 15 0 30 Sep 2020
Harnessing Multilinguality in Unsupervised Machine Translation for Rare Languages Xavier Garcia Aditya Siddhant Orhan Firat Ankur P. Parikh 30 31 0 23 Sep 2020
Not Low-Resource Anymore: Aligner Ensembling, Batch Filtering, and New Datasets for Bengali-English Machine Translation Tahmid Hasan Abhik Bhattacharjee Kazi Samin Mubasshir Masum Hasan Madhusudan Basak M. Rahman Rifat Shahriyar VLM 23 72 0 20 Sep 2020
Knowledge Efficient Deep Learning for Natural Language Processing Hai Wang 12 2 0 28 Aug 2020
Paraphrase Generation as Zero-Shot Multilingual Translation: Disentangling Semantic Similarity from Lexical and Syntactic Diversity Brian Thompson Matt Post 28 56 0 11 Aug 2020
On Learning Language-Invariant Representations for Universal Machine Translation Hao Zhao Junjie Hu Andrej Risteski 40 8 0 11 Aug 2020
Multilingual Translation with Extensible Multilingual Pretraining and Finetuning Y. Tang C. Tran Xian Li Peng-Jen Chen Naman Goyal Vishrav Chaudhary Jiatao Gu Angela Fan CLL 52 445 0 02 Aug 2020
Building Low-Resource NER Models Using Non-Speaker Annotation Tatiana Tsygankova F. Marini Stephen D. Mayhew Dan Roth 11 6 0 17 Jun 2020
Low-resource Languages: A Review of Past Work and Future Challenges Alexandre Magueresse Vincent Carles Evan Heetderks 31 164 0 12 Jun 2020
Cross-model Back-translated Distillation for Unsupervised Machine Translation Xuan-Phi Nguyen Chenyu You Thanh-Tung Nguyen Wu Kui Ai Ti Aw 24 14 0 03 Jun 2020
Transfer Learning for British Sign Language Modelling B. Mocialov Graham Turner H. Hastie SLR 24 18 0 03 Jun 2020
Cross-Lingual Word Embeddings for Turkic Languages Elmurod Kuriyozov Yerai Doval Carlos Gómez-Rodríguez 18 25 0 17 May 2020
Neural Polysynthetic Language Modelling Lane Schwartz Francis M. Tyers Lori S. Levin Christo Kirov Patrick Littell ... Vasilisa Andriyanets Aldrian Obaja Muis Naoki Otani J. Park Zhisong Zhang 18 24 0 11 May 2020
Recipes for Adapting Pre-trained Monolingual and Multilingual Models to Machine Translation Asa Cooper Stickland Xian Li Marjan Ghazvininejad 36 44 0 30 Apr 2020
Automatic Machine Translation Evaluation in Many Languages via Zero-Shot Paraphrasing Brian Thompson Matt Post LRM 13 188 0 30 Apr 2020
A Simple Approach to Learning Unsupervised Multilingual Embeddings Pratik Jawanpuria Mayank Meghwanshi Bamdev Mishra SSL 20 4 0 10 Apr 2020
Learning to Scale Multilingual Representations for Vision-Language Tasks Andrea Burns Donghyun Kim Derry Wijaya Kate Saenko Bryan A. Plummer 15 35 0 09 Apr 2020
Cross-lingual Supervision Improves Unsupervised Neural Machine Translation Mingxuan Wang Hongxiao Bai Hai Zhao Lei Li 19 6 0 07 Apr 2020
From English To Foreign Languages: Transferring Pre-trained Language Models Ke M. Tran 30 47 0 18 Feb 2020
On the Importance of Word Order Information in Cross-lingual Sequence Labeling Zihan Liu Genta Indra Winata Samuel Cahyawijaya Andrea Madotto Zhaojiang Lin Pascale Fung 16 3 0 30 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 49 1,769 0 22 Jan 2020
Exploring Benefits of Transfer Learning in Neural Machine Translation Tom Kocmi 27 17 0 06 Jan 2020
A Comprehensive Survey of Multilingual Neural Machine Translation Raj Dabre Chenhui Chu Anoop Kunchukuttan LRM 33 33 0 04 Jan 2020
A Study of Multilingual Neural Machine Translation Xu Tan Yichong Leng Jiale Chen Yi Ren Tao Qin Tie-Yan Liu 24 8 0 25 Dec 2019
Jejueo Datasets for Machine Translation and Speech Synthesis Kyubyong Park Yo Joong Choe Jiyeon Ham 9 5 0 27 Nov 2019
Data Efficient Direct Speech-to-Text Translation with Modality Agnostic Meta-Learning Sathish Indurthi HyoJung Han Nikhil Kumar Lakumarapu Beomseok Lee Insoo Chung Sangha Kim Chanwoo Kim 14 26 0 11 Nov 2019
Zero-shot Cross-lingual Dialogue Systems with Transferable Latent Variables Zihan Liu Jamin Shin Yan Xu Genta Indra Winata Peng Xu Andrea Madotto Pascale Fung 30 69 0 11 Nov 2019
Adapting Multilingual Neural Machine Translation to Unseen Languages Surafel Melaku Lakew Alina Karakanta Marcello Federico Matteo Negri Marco Turchi 33 20 0 30 Oct 2019
Improving Pre-Trained Multilingual Models with Vocabulary Expansion Hai Wang Dian Yu Kai Sun Jianshu Chen Dong Yu 30 40 0 26 Sep 2019
Low-Resource Response Generation with Template Prior Ze Yang Wei Wu Jian Yang Can Xu Zhoujun Li 25 18 0 26 Sep 2019
Efficiently Reusing Old Models Across Languages via Transfer Learning Tom Kocmi Ondrej Bojar 11 6 0 24 Sep 2019
A Universal Parent Model for Low-Resource Neural Machine Translation Transfer Mozhdeh Gheini Jonathan May 16 21 0 14 Sep 2019