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Improving Neural Machine Translation Models with Monolingual Data

20 November 2015

Papers citing "Improving Neural Machine Translation Models with Monolingual Data"

31 / 31 papers shown

Title
Pivot Language for Low-Resource Machine Translation Abhimanyu Talwar Julien Laasri 138 0 0 20 May 2025
Data Augmentation With Back translation for Low Resource languages: A case of English and Luganda Richard Kimera DongNyeong Heo Daniela N. Rim Heeyoul Choi 416 0 0 05 May 2025
Bemba Speech Translation: Exploring a Low-Resource African Language Muhammad Hazim Al Farouq Aman Kassahun Wassie Yasmin Moslem 195 0 0 05 May 2025
A kinetic-based regularization method for data science applications Abhisek Ganguly Alessandro Gabbana Vybhav Rao Sauro Succi Santosh Ansumali 120 1 0 06 Mar 2025
SpiritSight Agent: Advanced GUI Agent with One Look Zhiyuan Huang Ziming Cheng Junting Pan Zhaohui Hou Mingjie Zhan LLMAG 151 4 0 05 Mar 2025
From Priest to Doctor: Domain Adaptation for Low-Resource Neural Machine Translation Ali Marashian Enora Rice Luke Gessler Alexis Palmer Katharina von der Wense 192 1 0 24 Feb 2025
Text-to-SQL Domain Adaptation via Human-LLM Collaborative Data Annotation Yuan Tian Daniel Lee Fei Wu Tung Mai Kun Qian Siddhartha Sahai Tianyi Zhang Yunyao Li SyDa 92 1 0 21 Feb 2025
Deterministic Reversible Data Augmentation for Neural Machine Translation Jiashu Yao Heyan Huang Zeming Liu Yuhang Guo 153 0 0 21 Feb 2025
EzSQL: An SQL intermediate representation for improving SQL-to-text Generation Meher Bhardwaj Hrishikesh Ethari Dennis Singh Moirangthem AI4TS 103 0 0 28 Nov 2024
Grounding Natural Language to SQL Translation with Data-Based Self-Explanations Yuankai Fan Tonghui Ren Can Huang Zhenying He Xinyu Wang LRM 90 1 0 05 Nov 2024
Constraint Back-translation Improves Complex Instruction Following of Large Language Models Yunjia Qi Hao Peng Xinyu Wang Bin Xu Lei Hou Juanzi Li 96 3 0 31 Oct 2024
HarmAug: Effective Data Augmentation for Knowledge Distillation of Safety Guard Models Seanie Lee Haebin Seong Dong Bok Lee Minki Kang Xiaoyin Chen Dominik Wagner Yoshua Bengio Juho Lee Sung Ju Hwang 175 6 0 02 Oct 2024
Can LLMs Really Learn to Translate a Low-Resource Language from One Grammar Book? Seth Aycock David Stap Di Wu Christof Monz Khalil Simaán 79 8 0 27 Sep 2024
Enhancing elusive clues in knowledge learning by contrasting attention of language models Jian Gao Xiao Zhang Ji Wu Miao Li 100 0 0 26 Sep 2024
Bridging the Language Gap: Enhancing Multilingual Prompt-Based Code Generation in LLMs via Zero-Shot Cross-Lingual Transfer Mingda Li Abhijit Mishra Utkarsh Mujumdar 80 0 0 19 Aug 2024
Machine Translation Models are Zero-Shot Detectors of Translation Direction Michelle Wastl Jannis Vamvas Rico Sennrich VLM 83 0 0 12 Jan 2024
Model Patching: Closing the Subgroup Performance Gap with Data Augmentation Karan Goel Albert Gu Yixuan Li Christopher Ré 84 121 0 15 Aug 2020
Revisiting Low Resource Status of Indian Languages in Machine Translation Jerin Philip Shashank Siripragada Vinay P. Namboodiri C. V. Jawahar 59 28 0 11 Aug 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 72 17 0 22 May 2020
Fine-Grained Attention Mechanism for Neural Machine Translation Heeyoul Choi Kyunghyun Cho Yoshua Bengio 72 174 0 30 Mar 2018
Imagination improves Multimodal Translation Desmond Elliott Ákos Kádár 151 137 0 11 May 2017
Data Augmentation for Low-Resource Neural Machine Translation Marzieh Fadaee Arianna Bisazza Christof Monz 101 469 0 01 May 2017
Neural Machine Translation of Rare Words with Subword Units Rico Sennrich Barry Haddow Alexandra Birch 224 7,755 0 31 Aug 2015
Effective Approaches to Attention-based Neural Machine Translation Thang Luong Hieu H. Pham Christopher D. Manning 385 7,964 0 17 Aug 2015
On Using Monolingual Corpora in Neural Machine Translation Çağlar Gülçehre Orhan Firat Kelvin Xu Kyunghyun Cho Loïc Barrault Huei-Chi Lin Fethi Bougares Holger Schwenk Yoshua Bengio 124 562 0 11 Mar 2015
Incremental Adaptation Strategies for Neural Network Language Models Aram Ter-Sarkisov Holger Schwenk Loïc Barrault Fethi Bougares 58 15 0 20 Dec 2014
On Using Very Large Target Vocabulary for Neural Machine Translation Sébastien Jean Kyunghyun Cho Roland Memisevic Yoshua Bengio 155 1,011 0 05 Dec 2014
Sequence to Sequence Learning with Neural Networks Ilya Sutskever Oriol Vinyals Quoc V. Le AIMat 437 20,568 0 10 Sep 2014
Neural Machine Translation by Jointly Learning to Align and Translate Dzmitry Bahdanau Kyunghyun Cho Yoshua Bengio AIMat 573 27,311 0 01 Sep 2014
Learning Phrase Representations using RNN Encoder-Decoder for Statistical Machine Translation Kyunghyun Cho B. V. Merrienboer Çağlar Gülçehre Dzmitry Bahdanau Fethi Bougares Holger Schwenk Yoshua Bengio AIMat 1.0K 23,370 0 03 Jun 2014
Improving neural networks by preventing co-adaptation of feature detectors Geoffrey E. Hinton Nitish Srivastava A. Krizhevsky Ilya Sutskever Ruslan Salakhutdinov VLM 455 7,666 0 03 Jul 2012