Transfer Learning for Low-Resource Neural Machine Translation

8 April 2016

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

50 / 128 papers shown

Title
A Survey on Low-Resource Neural Machine Translation Rui Wang Xu Tan Renqian Luo Tao Qin Tie-Yan Liu 3DV 38 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 40 236 0 29 Jun 2021
One Semantic Parser to Parse Them All: Sequence to Sequence Multi-Task Learning on Semantic Parsing Datasets Marco Damonte Emilio Monti AIMat 38 6 0 08 Jun 2021
How Good Is NLP? A Sober Look at NLP Tasks through the Lens of Social Impact Zhijing Jin Geeticka Chauhan Brian Tse Mrinmaya Sachan Rada Mihalcea 30 25 0 04 Jun 2021
Training Value-Aligned Reinforcement Learning Agents Using a Normative Prior Md Sultan al Nahian Spencer Frazier Brent Harrison Mark O. Riedl 27 17 0 19 Apr 2021
Cross-Attention is All You Need: Adapting Pretrained Transformers for Machine Translation Mozhdeh Gheini Xiang Ren Jonathan May LRM 31 105 0 18 Apr 2021
DiS-ReX: A Multilingual Dataset for Distantly Supervised Relation Extraction Abhyuday Bhartiya Kartikeya Badola Mausam 32 16 0 17 Apr 2021
Crossing the Conversational Chasm: A Primer on Natural Language Processing for Multilingual Task-Oriented Dialogue Systems E. Razumovskaia Goran Glavavs Olga Majewska Edoardo Ponti Anna Korhonen Ivan Vulić 33 32 0 17 Apr 2021
Domain Adaptation and Multi-Domain Adaptation for Neural Machine Translation: A Survey Danielle Saunders AI4CE 27 86 0 14 Apr 2021
IndT5: A Text-to-Text Transformer for 10 Indigenous Languages El Moatez Billah Nagoudi Wei-Rui Chen Muhammad Abdul-Mageed H. Cavusoglu 41 24 0 04 Apr 2021
Robust Experimentation in the Continuous Time Bandit Problem Pasquale Antonante 27 0 0 31 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
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
Neural Machine Translation: A Review of Methods, Resources, and Tools Zhixing Tan Shuo Wang Zonghan Yang Gang Chen Xuancheng Huang Maosong Sun Yang Liu 3DV AI4TS 25 105 0 31 Dec 2020
Hardware and Software Optimizations for Accelerating Deep Neural Networks: Survey of Current Trends, Challenges, and the Road Ahead Maurizio Capra Beatrice Bussolino Alberto Marchisio Guido Masera Maurizio Martina Muhammad Shafique BDL 59 140 0 21 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
Revisiting Modularized Multilingual NMT to Meet Industrial Demands Sungwon Lyu Bokyung Son Kichang Yang Jaekyoung Bae MoE 15 20 0 19 Oct 2020
SJTU-NICT's Supervised and Unsupervised Neural Machine Translation Systems for the WMT20 News Translation Task Z. Li Hai Zhao Rui Wang Kehai Chen Masao Utiyama Eiichiro Sumita 36 15 0 11 Oct 2020
Multi-task Learning for Multilingual Neural Machine Translation Yiren Wang Chengxiang Zhai Hany Awadalla 37 68 0 06 Oct 2020
Parsing with Multilingual BERT, a Small Corpus, and a Small Treebank Ethan C. Chau Lucy H. Lin Noah A. Smith 19 15 0 29 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
Softmax Tempering for Training Neural Machine Translation Models Raj Dabre Atsushi Fujita 28 11 0 20 Sep 2020
Low-resource Languages: A Review of Past Work and Future Challenges Alexandre Magueresse Vincent Carles Evan Heetderks 31 165 0 12 Jun 2020
A Comprehensive Survey of Neural Architecture Search: Challenges and Solutions Pengzhen Ren Yun Xiao Xiaojun Chang Po-Yao (Bernie) Huang Zhihui Li Xiaojiang Chen Xin Wang AI4CE 74 654 0 01 Jun 2020
Simplify-then-Translate: Automatic Preprocessing for Black-Box Machine Translation Sneha Mehta Bahareh Azarnoush Boris Chen Avneesh Singh Saluja Vinith Misra Ballav Bihani Ritwik K. Kumar 28 17 0 22 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
Balancing Training for Multilingual Neural Machine Translation Xinyi Wang Yulia Tsvetkov Graham Neubig 16 99 0 14 Apr 2020
Fast Cross-domain Data Augmentation through Neural Sentence Editing Guillaume Raille Sandra Djambazovska C. Musat 22 11 0 23 Mar 2020
Investigating an approach for low resource language dataset creation, curation and classification: Setswana and Sepedi Vukosi Marivate T. Sefara Vongani Chabalala Keamogetswe Makhaya T. Mokgonyane Rethabile Mokoena Abiodun Modupe 19 28 0 18 Feb 2020
Exploring Benefits of Transfer Learning in Neural Machine Translation Tom Kocmi 29 17 0 06 Jan 2020
A Comprehensive Survey of Multilingual Neural Machine Translation Raj Dabre Chenhui Chu Anoop Kunchukuttan LRM 36 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
Tag-less Back-Translation Idris Abdulmumin B. Galadanci Aliyu Dadan Garba 19 11 0 22 Dec 2019
Neural Machine Translation: A Review and Survey Felix Stahlberg 3DV AI4TS MedIm 25 312 0 04 Dec 2019
Optimizing Data Usage via Differentiable Rewards Xinyi Wang Hieu H. Pham Paul Michel Antonios Anastasopoulos J. Carbonell Graham Neubig 18 60 0 22 Nov 2019
Adapting Multilingual Neural Machine Translation to Unseen Languages Surafel Melaku Lakew Alina Karakanta Marcello Federico Matteo Negri Marco Turchi 36 20 0 30 Oct 2019
The SIGMORPHON 2019 Shared Task: Morphological Analysis in Context and Cross-Lingual Transfer for Inflection Arya D. McCarthy Ekaterina Vylomova Shijie Wu Chaitanya Malaviya Lawrence Wolf-Sonkin ... Miikka Silfverberg Sabrina J. Mielke Jeffrey Heinz Ryan Cotterell Mans Hulden 36 112 0 25 Oct 2019
Controlling the Output Length of Neural Machine Translation Surafel Melaku Lakew Mattia Antonino Di Gangi Marcello Federico 17 67 0 23 Oct 2019
Localization of Fake News Detection via Multitask Transfer Learning Jan Christian Blaise Cruz Julianne Agatha Tan C. Cheng 23 33 0 21 Oct 2019
Pivot-based Transfer Learning for Neural Machine Translation between Non-English Languages Yunsu Kim P. Petrov Pavel Petrushkov Shahram Khadivi Hermann Ney LRM 50 81 0 20 Sep 2019
Simple, Scalable Adaptation for Neural Machine Translation Ankur Bapna N. Arivazhagan Orhan Firat AI4CE 47 408 0 18 Sep 2019
Multilingual Neural Machine Translation for Zero-Resource Languages Surafel Melaku Lakew Marcello Federico Mattia Antonino Di Gangi Marco Turchi 36 15 0 16 Sep 2019
A Universal Parent Model for Low-Resource Neural Machine Translation Transfer Mozhdeh Gheini Jonathan May 16 21 0 14 Sep 2019
Investigating Multilingual NMT Representations at Scale Sneha Kudugunta Ankur Bapna Isaac Caswell N. Arivazhagan Orhan Firat LRM 144 120 0 05 Sep 2019
Adversarial Domain Adaptation for Machine Reading Comprehension Huazheng Wang Zhe Gan Xiaodong Liu Jingjing Liu Jianfeng Gao Hongning Wang 25 64 0 24 Aug 2019
Towards Making the Most of BERT in Neural Machine Translation Jiacheng Yang Mingxuan Wang Hao Zhou Chengqi Zhao Yong Yu Weinan Zhang Lei Li CLL 18 156 0 15 Aug 2019
AutoGAN: Neural Architecture Search for Generative Adversarial Networks Xinyu Gong Shiyu Chang Yi Ding Zhangyang Wang GAN 35 263 0 11 Aug 2019
Exploiting Out-of-Domain Parallel Data through Multilingual Transfer Learning for Low-Resource Neural Machine Translation Aizhan Imankulova Raj Dabre Atsushi Fujita K. Imamura 36 32 0 06 Jul 2019
Few-Shot Representation Learning for Out-Of-Vocabulary Words Ziniu Hu Ting-Li Chen Kai-Wei Chang Yizhou Sun 24 76 0 01 Jul 2019