Transfer Learning for Low-Resource Neural Machine Translation

8 April 2016

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

50 / 116 papers shown

Title
Shaping the Future of Endangered and Low-Resource Languages -- Our Role in the Age of LLMs: A Keynote at ECIR 2024 Josiane Mothe 39 2 0 05 Sep 2024
(Perhaps) Beyond Human Translation: Harnessing Multi-Agent Collaboration for Translating Ultra-Long Literary Texts Minghao Wu Jiahao Xu Yulin Yuan Gholamreza Haffari Longyue Wang Weihua Luo Kaifu Zhang LLMAG 119 22 0 20 May 2024
TIPAA-SSL: Text Independent Phone-to-Audio Alignment based on Self-Supervised Learning and Knowledge Transfer Noé Tits Prernna Bhatnagar Thierry Dutoit 43 0 0 03 May 2024
Low-Resource Vision Challenges for Foundation Models Yunhua Zhang Hazel Doughty Cees G. M. Snoek VLM 30 5 0 09 Jan 2024
Test-Time Poisoning Attacks Against Test-Time Adaptation Models Tianshuo Cong Xinlei He Yun Shen Yang Zhang AAML TTA 32 5 0 16 Aug 2023
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
A Comprehensive Analysis of Adapter Efficiency Nandini Mundra Sumanth Doddapaneni Raj Dabre Anoop Kunchukuttan Ratish Puduppully Mitesh M. Khapra 23 10 0 12 May 2023
Transfer Learning for Low-Resource Sentiment Analysis Razhan Hameed Sina Ahmadi Fatemeh Daneshfar 35 5 0 10 Apr 2023
RunBugRun -- An Executable Dataset for Automated Program Repair Julian Aron Prenner Romain Robbes 38 11 0 03 Apr 2023
AfroDigits: A Community-Driven Spoken Digit Dataset for African Languages Chris C. Emezue Sanchit Gandhi Lewis Tunstall Abubakar Abid Josh Meyer ... Douwe Kiela Yacine Jernite Julien Chaumond Merve Noyan Omar Sanseviero 33 2 0 22 Mar 2023
Letz Translate: Low-Resource Machine Translation for Luxembourgish Yewei Song Saad Ezzini Jacques Klein Tegawende F. Bissyande C. Lefebvre A. Goujon 22 2 0 02 Mar 2023
A Plot is Worth a Thousand Words: Model Information Stealing Attacks via Scientific Plots Boyang Zhang Xinlei He Yun Shen Tianhao Wang Yang Zhang AAML 27 2 0 23 Feb 2023
Efficient Language Model Training through Cross-Lingual and Progressive Transfer Learning Malte Ostendorff Georg Rehm CLIP VLM CLL 41 23 0 23 Jan 2023
Exploring Methods for Building Dialects-Mandarin Code-Mixing Corpora: A Case Study in Taiwanese Hokkien Sin-En Lu Bo-Han Lu Chaohong Lu Richard Tzong-Han Tsai 33 5 0 21 Jan 2023
KL Regularized Normalization Framework for Low Resource Tasks Neeraj Kumar Ankur Narang Brejesh Lall 26 1 0 21 Dec 2022
Synthetic Pre-Training Tasks for Neural Machine Translation Zexue He Graeme W. Blackwood Yikang Shen Julian McAuley Rogerio Feris 26 3 0 19 Dec 2022
MultiCoder: Multi-Programming-Lingual Pre-Training for Low-Resource Code Completion Zi Gong Yinpeng Guo Pingyi Zhou Cuiyun Gao Yasheng Wang Zenglin Xu 14 8 0 19 Dec 2022
Machine Learning Approaches for Principle Prediction in Naturally Occurring Stories Md Sultan al Nahian Spencer Frazier Brent Harrison Mark O. Riedl FaML AI4TS 14 0 0 19 Nov 2022
English Contrastive Learning Can Learn Universal Cross-lingual Sentence Embeddings Yau-Shian Wang Ashley Wu Graham Neubig SSL 35 31 0 11 Nov 2022
Adam Mickiewicz University at WMT 2022: NER-Assisted and Quality-Aware Neural Machine Translation Artur Nowakowski Gabriela Pałka Kamil Guttmann Miko Pokrywka 30 5 0 07 Sep 2022
Transfer Learning of wav2vec 2.0 for Automatic Lyric Transcription Longshen Ou Xiangming Gu Ye Wang 30 21 0 20 Jul 2022
Efficient Entity Candidate Generation for Low-Resource Languages Alberto García-Durán Akhil Arora Robert West 22 0 0 30 Jun 2022
FEATHERS: Federated Architecture and Hyperparameter Search Jonas Seng P. Prasad Martin Mundt Devendra Singh Dhami Kristian Kersting FedML 55 3 0 24 Jun 2022
Dict-NMT: Bilingual Dictionary based NMT for Extremely Low Resource Languages Nalin Kumar Deepak Kumar Subhankar Mishra 27 1 0 09 Jun 2022
Finding the Right Recipe for Low Resource Domain Adaptation in Neural Machine Translation Virginia Adams Sandeep Subramanian Mike Chrzanowski Oleksii Hrinchuk Oleksii Kuchaiev 30 2 0 02 Jun 2022
When does Parameter-Efficient Transfer Learning Work for Machine Translation? Ahmet Üstün Asa Cooper Stickland 37 7 0 23 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
Learning to Parallelize in a Shared-Memory Environment with Transformers Reém Harel Yuval Pinter Gal Oren 47 17 0 27 Apr 2022
Towards Better Chinese-centric Neural Machine Translation for Low-resource Languages Bin Li Yixuan Weng Fei Xia Hanjun Deng 24 14 0 09 Apr 2022
MMTAfrica: Multilingual Machine Translation for African Languages Chris C. Emezue Bonaventure F. P. Dossou 24 24 0 08 Apr 2022
Listening to Affected Communities to Define Extreme Speech: Dataset and Experiments Antonis Maronikolakis Axel Wisiorek Leah Nann Haris Jabbar Sahana Udupa Hinrich Schütze 24 24 0 22 Mar 2022
Mukayese: Turkish NLP Strikes Back Ali Safaya Emirhan Kurtulucs Arda Goktougan Deniz Yuret 28 22 0 02 Mar 2022
Auto-Transfer: Learning to Route Transferrable Representations K. Murugesan Vijay Sadashivaiah Ronny Luss Karthikeyan Shanmugam Pin-Yu Chen Amit Dhurandhar AAML 41 5 0 02 Feb 2022
Learning How to Translate North Korean through South Korean Hwichan Kim Sangwhan Moon Naoaki Okazaki Mamoru Komachi 22 2 0 27 Jan 2022
Linguistically-driven Multi-task Pre-training for Low-resource Neural Machine Translation Zhuoyuan Mao Chenhui Chu Sadao Kurohashi 17 6 0 20 Jan 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 24 73 0 13 Dec 2021
Improving Arabic Diacritization by Learning to Diacritize and Translate Brian Thompson A. Alshehri 34 10 0 29 Sep 2021
Enhancing Clinical Information Extraction with Transferred Contextual Embeddings Zimin Wan Chenchen Xu H. Suominen 18 0 0 15 Sep 2021
AfroMT: Pretraining Strategies and Reproducible Benchmarks for Translation of 8 African Languages Machel Reid Junjie Hu Graham Neubig Y. Matsuo 77 31 0 10 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
Cross-lingual Transfer for Text Classification with Dictionary-based Heterogeneous Graph Nuttapong Chairatanakul Noppayut Sriwatanasakdi Nontawat Charoenphakdee Xin Liu T. Murata 24 4 0 09 Sep 2021
Survey of Low-Resource Machine Translation Barry Haddow Rachel Bawden Antonio Valerio Miceli Barone Jindvrich Helcl Alexandra Birch AIMat 31 148 0 01 Sep 2021
Improving Similar Language Translation With Transfer Learning Ife Adebara Muhammad Abdul-Mageed 29 1 0 07 Aug 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 38 236 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 25 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 27 25 0 04 Jun 2021