Revisiting Low-Resource Neural Machine Translation: A Case Study

28 May 2019

Papers citing "Revisiting Low-Resource Neural Machine Translation: A Case Study"

38 / 38 papers shown

Title
An Analysis of BPE Vocabulary Trimming in Neural Machine Translation Marco Cognetta Tatsuya Hiraoka Naoaki Okazaki Rico Sennrich Yuval Pinter 29 2 0 30 Mar 2024
gaHealth: An English-Irish Bilingual Corpus of Health Data Séamus Lankford Haithem Afli Orla Ni Loinsigh Andy Way 54 9 0 06 Mar 2024
Machine Translation in the Covid domain: an English-Irish case study for LoResMT 2021 Séamus Lankford Haithem Afli Andy Way 37 14 0 02 Mar 2024
Understanding the effects of word-level linguistic annotations in under-resourced neural machine translation Víctor M. Sánchez-Cartagena J. A. Pérez-Ortiz F. Sánchez-Martínez 21 5 0 29 Jan 2024
Optimizing Deep Transformers for Chinese-Thai Low-Resource Translation Wenjie Hao Hongfei Xu Lingling Mu Hongying Zan MoE 18 4 0 24 Dec 2022
Manifestations of Xenophobia in AI Systems Nenad Tomašev J. L. Maynard Iason Gabriel 24 9 0 15 Dec 2022
Two-Stream Network for Sign Language Recognition and Translation Yutong Chen Ronglai Zuo Fangyun Wei Yu-Huan Wu Shujie Liu Brian Mak SLR 36 118 0 02 Nov 2022
Low-resource Neural Machine Translation with Cross-modal Alignment Zhe Yang Qingkai Fang Yang Feng VLM 37 9 0 13 Oct 2022
Machine Translation between Spoken Languages and Signed Languages Represented in SignWriting Zifan Jiang Amit Moryossef Mathias Müller Sarah Ebling 20 22 0 11 Oct 2022
Hausa Visual Genome: A Dataset for Multi-Modal English to Hausa Machine Translation Idris Abdulmumin S. Dash Musa Abdullahi Dawud Shantipriya Parida Shamsuddeen Hassan Muhammad I. Ahmad Subhadarshi Panda Ondrej Bojar B. Galadanci Bello Shehu Bello 21 16 0 02 May 2022
Small Batch Sizes Improve Training of Low-Resource Neural MT Àlex R. Atrio Andrei Popescu-Belis 35 6 0 20 Mar 2022
A Simple Multi-Modality Transfer Learning Baseline for Sign Language Translation Yutong Chen Fangyun Wei Xiao Sun Zhirong Wu Stephen Lin SLR 30 98 0 08 Mar 2022
Machine Translation from Signed to Spoken Languages: State of the Art and Challenges Mathieu De Coster D. Shterionov Mieke Van Herreweghe J. Dambre SLR 16 40 0 07 Feb 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
Why don't people use character-level machine translation? Jindrich Libovický Helmut Schmid Alexander Fraser 65 28 0 15 Oct 2021
Causal Direction of Data Collection Matters: Implications of Causal and Anticausal Learning for NLP Zhijing Jin Julius von Kügelgen Jingwei Ni Tejas Vaidhya Ayush Kaushal Mrinmaya Sachan Bernhard Schoelkopf CML 35 30 0 07 Oct 2021
Improving Zero-shot Multilingual Neural Machine Translation for Low-Resource Languages Chenyang Li Gongxu Luo 32 1 0 02 Oct 2021
CUNI systems for WMT21: Multilingual Low-Resource Translation for Indo-European Languages Shared Task Josef Jon Michal Novák João Paulo Aires Duvsan Varivs Ondrej Bojar 33 3 0 20 Sep 2021
Improving Neural Machine Translation by Bidirectional Training Liang Ding Di Wu Dacheng Tao 29 29 0 16 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
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
Domain Adaptation and Multi-Domain Adaptation for Neural Machine Translation: A Survey Danielle Saunders AI4CE 25 85 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 38 24 0 04 Apr 2021
The Effectiveness of Morphology-aware Segmentation in Low-Resource Neural Machine Translation Jonne Saleva Constantine Lignos 11 19 0 20 Mar 2021
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
Emergent Communication Pretraining for Few-Shot Machine Translation Yaoyiran Li E. Ponti Ivan Vulić Anna Korhonen 25 19 0 02 Nov 2020
ChrEn: Cherokee-English Machine Translation for Endangered Language Revitalization Shiyue Zhang B. Frey Joey Tianyi Zhou 36 28 0 09 Oct 2020
Recipes for Adapting Pre-trained Monolingual and Multilingual Models to Machine Translation Asa Cooper Stickland Xian Li Marjan Ghazvininejad 28 44 0 30 Apr 2020
When and Why is Unsupervised Neural Machine Translation Useless? Yunsu Kim Miguel Graça Hermann Ney SSL 25 70 0 22 Apr 2020
AR: Auto-Repair the Synthetic Data for Neural Machine Translation Shanbo Cheng Shaohui Kuang Rongxiang Weng Heng Yu Changfeng Zhu Weihua Luo SyDa 17 3 0 05 Apr 2020
Fixed Encoder Self-Attention Patterns in Transformer-Based Machine Translation Alessandro Raganato Yves Scherrer Jörg Tiedemann 30 92 0 24 Feb 2020
A Survey of Deep Learning Techniques for Neural Machine Translation Shu Yang Yuxin Wang X. Chu VLM AI4TS AI4CE 22 138 0 18 Feb 2020
Exploring Benefits of Transfer Learning in Neural Machine Translation Tom Kocmi 19 17 0 06 Jan 2020
JParaCrawl: A Large Scale Web-Based English-Japanese Parallel Corpus Makoto Morishita Jun Suzuki Masaaki Nagata LRM 32 64 0 25 Nov 2019
BPE-Dropout: Simple and Effective Subword Regularization Ivan Provilkov Dmitrii Emelianenko Elena Voita 38 276 0 29 Oct 2019
Grammatical Error Correction in Low-Resource Scenarios Jakub Náplava Milan Straka 9 55 0 01 Oct 2019
Classical Structured Prediction Losses for Sequence to Sequence Learning Sergey Edunov Myle Ott Michael Auli David Grangier MarcÁurelio Ranzato AIMat 56 185 0 14 Nov 2017
Six Challenges for Neural Machine Translation Philipp Koehn Rebecca Knowles AAML AIMat 224 1,208 0 12 Jun 2017