Transfer Learning across Low-Resource, Related Languages for Neural Machine Translation

31 August 2017

Papers citing "Transfer Learning across Low-Resource, Related Languages for Neural Machine Translation"

50 / 53 papers shown

Title
Izindaba-Tindzaba: Machine learning news categorisation for Long and Short Text for isiZulu and Siswati Andani Madodonga Vukosi Marivate Matthew Adendorff 16 1 0 12 Jun 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 26 1 0 01 Jun 2023
Investigating Lexical Sharing in Multilingual Machine Translation for Indian Languages Sonal Sannigrahi Rachel Bawden 37 0 0 04 May 2023
Efficient Language Model Training through Cross-Lingual and Progressive Transfer Learning Malte Ostendorff Georg Rehm CLIP VLM CLL 41 24 0 23 Jan 2023
Geographical Distance Is The New Hyperparameter: A Case Study Of Finding The Optimal Pre-trained Language For English-isiZulu Machine Translation Muhammad Umair Nasir Innocent Amos Mchechesi 42 8 0 17 May 2022
Improving Neural Machine Translation of Indigenous Languages with Multilingual Transfer Learning Wei-Rui Chen Muhammad Abdul-Mageed 19 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
One Country, 700+ Languages: NLP Challenges for Underrepresented Languages and Dialects in Indonesia Alham Fikri Aji Genta Indra Winata Fajri Koto Samuel Cahyawijaya Ade Romadhony ... David Moeljadi Radityo Eko Prasojo Timothy Baldwin Jey Han Lau Sebastian Ruder 42 100 0 24 Mar 2022
Towards the Next 1000 Languages in Multilingual Machine Translation: Exploring the Synergy Between Supervised and Self-Supervised Learning Aditya Siddhant Ankur Bapna Orhan Firat Yuan Cao Mengzhao Chen Isaac Caswell Xavier Garcia ELM LRM 33 29 0 09 Jan 2022
WECHSEL: Effective initialization of subword embeddings for cross-lingual transfer of monolingual language models Benjamin Minixhofer Fabian Paischer Navid Rekabsaz 26 74 0 13 Dec 2021
Improving Arabic Diacritization by Learning to Diacritize and Translate Brian Thompson A. Alshehri 42 10 0 29 Sep 2021
Subword Mapping and Anchoring across Languages Giorgos Vernikos Andrei Popescu-Belis 70 12 0 09 Sep 2021
HintedBT: Augmenting Back-Translation with Quality and Transliteration Hints Sahana Ramnath Melvin Johnson Abhirut Gupta A. Raghuveer 48 8 0 09 Sep 2021
IndicBART: A Pre-trained Model for Indic Natural Language Generation Raj Dabre Himani Shrotriya Anoop Kunchukuttan Ratish Puduppully Mitesh M. Khapra Pratyush Kumar 49 70 0 07 Sep 2021
Survey of Low-Resource Machine Translation Barry Haddow Rachel Bawden Antonio Valerio Miceli Barone Jindvrich Helcl Alexandra Birch AIMat 45 150 0 01 Sep 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 40 58 0 09 Jul 2021
A Primer on Pretrained Multilingual Language Models Sumanth Doddapaneni Gowtham Ramesh Mitesh M. Khapra Anoop Kunchukuttan Pratyush Kumar LRM 43 74 0 01 Jul 2021
Neural Machine Translation for Low-Resource Languages: A Survey Surangika Ranathunga E. Lee Marjana Prifti Skenduli Ravi Shekhar Mehreen Alam Rishemjit Kaur 42 237 0 29 Jun 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
Domain Adaptation and Multi-Domain Adaptation for Neural Machine Translation: A Survey Danielle Saunders AI4CE 29 86 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 37 231 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 41 24 0 04 Apr 2021
Robust Experimentation in the Continuous Time Bandit Problem Pasquale Antonante 27 0 0 31 Mar 2021
Token-wise Curriculum Learning for Neural Machine Translation Chen Liang Haoming Jiang Xiaodong Liu Pengcheng He Weizhu Chen Jianfeng Gao T. Zhao 31 4 0 20 Mar 2021
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
Revisiting Modularized Multilingual NMT to Meet Industrial Demands Sungwon Lyu Bokyung Son Kichang Yang Jaekyoung Bae MoE 15 20 0 19 Oct 2020
Multi-task Learning for Multilingual Neural Machine Translation Yiren Wang Chengxiang Zhai Hany Awadalla 37 68 0 06 Oct 2020
Reusing a Pretrained Language Model on Languages with Limited Corpora for Unsupervised NMT Alexandra Chronopoulou Dario Stojanovski Alexander Fraser 21 33 0 16 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
Balancing Training for Multilingual Neural Machine Translation Xinyi Wang Yulia Tsvetkov Graham Neubig 23 99 0 14 Apr 2020
A Common Semantic Space for Monolingual and Cross-Lingual Meta-Embeddings G. R. Claramunt Rodrigo Agerri German Rigau 35 7 0 17 Jan 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
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 28 313 0 04 Dec 2019
Adapting Multilingual Neural Machine Translation to Unseen Languages Surafel Melaku Lakew Alina Karakanta Marcello Federico Matteo Negri Marco Turchi 39 20 0 30 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
A Universal Parent Model for Low-Resource Neural Machine Translation Transfer Mozhdeh Gheini Jonathan May 19 21 0 14 Sep 2019
Investigating Multilingual NMT Representations at Scale Sneha Kudugunta Ankur Bapna Isaac Caswell N. Arivazhagan Orhan Firat LRM 144 121 0 05 Sep 2019
Generalized Data Augmentation for Low-Resource Translation Mengzhou Xia X. Kong Antonios Anastasopoulos Graham Neubig 20 119 0 10 Jun 2019
Choosing Transfer Languages for Cross-Lingual Learning Yu-Hsiang Lin Chian-Yu Chen Jean Lee Zirui Li Yuyan Zhang ... Zhisong Zhang Xuezhe Ma Antonios Anastasopoulos Patrick Littell Graham Neubig 21 232 0 29 May 2019
Effective Cross-lingual Transfer of Neural Machine Translation Models without Shared Vocabularies Yunsu Kim Yingbo Gao Hermann Ney VLM 24 88 0 14 May 2019
Massively Multilingual Neural Machine Translation Roee Aharoni Melvin Johnson Orhan Firat LRM AI4CE 17 483 0 28 Feb 2019
Transfer Learning in Multilingual Neural Machine Translation with Dynamic Vocabulary Surafel Melaku Lakew A. Erofeeva Matteo Negri Marcello Federico Marco Turchi 24 62 0 03 Nov 2018
Neural Machine Translation into Language Varieties Surafel Melaku Lakew A. Erofeeva Marcello Federico 28 49 0 02 Nov 2018
Addressing word-order Divergence in Multilingual Neural Machine Translation for extremely Low Resource Languages V. Rudra Murthy Anoop Kunchukuttan P. Bhattacharyya 27 42 0 01 Nov 2018
Freezing Subnetworks to Analyze Domain Adaptation in Neural Machine Translation Brian Thompson Huda Khayrallah Antonios Anastasopoulos Arya D. McCarthy Kevin Duh Rebecca Marvin Paul McNamee Jeremy Gwinnup Tim Anderson Philipp Koehn 27 54 0 14 Sep 2018
Trivial Transfer Learning for Low-Resource Neural Machine Translation Tom Kocmi Ondrej Bojar 24 171 0 02 Sep 2018
Tied Multitask Learning for Neural Speech Translation Antonios Anastasopoulos David Chiang 102 172 0 19 Feb 2018