Multi-task Learning for Multilingual Neural Machine Translation

6 October 2020

Papers citing "Multi-task Learning for Multilingual Neural Machine Translation"

45 / 45 papers shown

Title
Language-Informed Beam Search Decoding for Multilingual Machine Translation Yilin Yang Stefan Lee Prasad Tadepalli 30 1 0 11 Aug 2024
A Case Study on Context-Aware Neural Machine Translation with Multi-Task Learning Ramakrishna Appicharla Baban Gain Santanu Pal Asif Ekbal Pushpak Bhattacharyya 23 1 0 03 Jul 2024
RTP-LX: Can LLMs Evaluate Toxicity in Multilingual Scenarios? Adrian de Wynter Ishaan Watts Nektar Ege Altıntoprak Tua Wongsangaroonsri Minghui Zhang ... Anna Vickers Stéphanie Visser Herdyan Widarmanto A. Zaikin Si-Qing Chen LM&MA 52 16 0 22 Apr 2024
Tuning LLMs with Contrastive Alignment Instructions for Machine Translation in Unseen, Low-resource Languages Zhuoyuan Mao Yen Yu ALM 21 2 0 11 Jan 2024
Order Matters in the Presence of Dataset Imbalance for Multilingual Learning Dami Choi Derrick Xin Hamid Dadkhahi Justin Gilmer Ankush Garg Orhan Firat Chih-Kuan Yeh Andrew M. Dai Behrooz Ghorbani 55 3 0 11 Dec 2023
Virtual Accessory Try-On via Keypoint Hallucination Junhong Gou Bo Zhang Li Niu Jianfu Zhang Jianlou Si Chen Qian Liqing Zhang 19 1 0 26 Oct 2023
CodeTransOcean: A Comprehensive Multilingual Benchmark for Code Translation Weixiang Yan Yuchen Tian Yunzhe Li Qian Chen Wen Wang 28 35 0 08 Oct 2023
Mixture of Quantized Experts (MoQE): Complementary Effect of Low-bit Quantization and Robustness Young Jin Kim Raffy Fahim Hany Awadalla MQ MoE 60 19 0 03 Oct 2023
MT4CrossOIE: Multi-stage Tuning for Cross-lingual Open Information Extraction Tongliang Li Zixiang Wang Linzheng Chai Jian Yang Jiaqi Bai ... Jiaheng Liu Hongcheng Guo Liqun Yang Hebboul Zine el-abidine Zhoujun Li 41 3 0 12 Aug 2023
When Does Monolingual Data Help Multilingual Translation: The Role of Domain and Model Scale Christos Baziotis Biao Zhang Alexandra Birch Barry Haddow 30 2 0 23 May 2023
One-stop Training of Multiple Capacity Models Lan Jiang Haoyang Huang Dongdong Zhang R. Jiang Furu Wei 28 0 0 23 May 2023
On the Off-Target Problem of Zero-Shot Multilingual Neural Machine Translation Liang Chen Shuming Ma Dongdong Zhang Furu Wei Baobao Chang 18 5 0 18 May 2023
On the Pareto Front of Multilingual Neural Machine Translation Liang Chen Shuming Ma Dongdong Zhang Furu Wei Baobao Chang MoE 23 5 0 06 Apr 2023
Language-Aware Multilingual Machine Translation with Self-Supervised Learning Haoran Xu Jean Maillard Vedanuj Goswami LRM 32 3 0 10 Feb 2023
Language as a Latent Sequence: deep latent variable models for semi-supervised paraphrase generation Jialin Yu Alexandra I. Cristea Anoushka Harit Zhongtian Sun O. Aduragba Lei Shi Noura Al Moubayed VLM BDL DRL 14 3 0 05 Jan 2023
GanLM: Encoder-Decoder Pre-training with an Auxiliary Discriminator Jian Yang Shuming Ma Li Dong Shaohan Huang Haoyang Huang Yuwei Yin Dongdong Zhang Liqun Yang Furu Wei Zhoujun Li SyDa AI4CE 32 25 0 20 Dec 2022
PoE: a Panel of Experts for Generalized Automatic Dialogue Assessment Chen Zhang L. F. D’Haro Qiquan Zhang Thomas Friedrichs Haizhou Li 26 7 0 18 Dec 2022
Tencent's Multilingual Machine Translation System for WMT22 Large-Scale African Languages Wenxiang Jiao Zhaopeng Tu Jiarui Li Wenxuan Wang Jen-tse Huang Shuming Shi 48 15 0 18 Oct 2022
Improving Multilingual Neural Machine Translation System for Indic Languages Sudhansu Bala Das Atharv Biradar Tapas Kumar Mishra B. Patra 25 29 0 27 Sep 2022
Z-Code++: A Pre-trained Language Model Optimized for Abstractive Summarization Pengcheng He Baolin Peng Liyang Lu Song Wang Jie Mei ... Chenguang Zhu Wayne Xiong Michael Zeng Jianfeng Gao Xuedong Huang 23 47 0 21 Aug 2022
HLT-MT: High-resource Language-specific Training for Multilingual Neural Machine Translation Jian Yang Yuwei Yin Shuming Ma Dongdong Zhang Zhoujun Li Furu Wei 31 8 0 11 Jul 2022
UM4: Unified Multilingual Multiple Teacher-Student Model for Zero-Resource Neural Machine Translation Jian Yang Yuwei Yin Shuming Ma Dongdong Zhang Shuangzhi Wu Hongcheng Guo Zhoujun Li Furu Wei 32 11 0 11 Jul 2022
Gating Dropout: Communication-efficient Regularization for Sparsely Activated Transformers R. Liu Young Jin Kim Alexandre Muzio Hany Awadalla MoE 44 22 0 28 May 2022
Unifying the Convergences in Multilingual Neural Machine Translation Yi-Chong Huang Xiaocheng Feng Xinwei Geng Bing Qin 28 6 0 03 May 2022
Polyglot Prompt: Multilingual Multitask PrompTraining Jinlan Fu See-Kiong Ng Pengfei Liu 29 7 0 29 Apr 2022
On the Representation Collapse of Sparse Mixture of Experts Zewen Chi Li Dong Shaohan Huang Damai Dai Shuming Ma ... Payal Bajaj Xia Song Xian-Ling Mao Heyan Huang Furu Wei MoMe MoE 37 96 0 20 Apr 2022
StableMoE: Stable Routing Strategy for Mixture of Experts Damai Dai Li Dong Shuming Ma Bo Zheng Zhifang Sui Baobao Chang Furu Wei MoE 14 62 0 18 Apr 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
Multitask Finetuning for Improving Neural Machine Translation in Indian Languages Shaily Desai Atharva Kshirsagar M. Marathe 13 2 0 03 Dec 2021
Ensembling of Distilled Models from Multi-task Teachers for Constrained Resource Language Pairs Amr Hendy Esraa A. Gad M. Abdelghaffar Jailan S. ElMosalami Mohamed Afify Ahmed Tawfik Hany Awadalla MoE 21 3 0 26 Nov 2021
Multilingual Machine Translation Systems from Microsoft for WMT21 Shared Task Jian Yang Shuming Ma Haoyang Huang Dongdong Zhang Li Dong ... Alexandre Muzio Saksham Singhal Hany Awadalla Xia Song Furu Wei 30 45 0 03 Nov 2021
Scalable and Efficient MoE Training for Multitask Multilingual Models Young Jin Kim A. A. Awan Alexandre Muzio Andres Felipe Cruz Salinas Liyang Lu Amr Hendy Samyam Rajbhandari Yuxiong He Hany Awadalla MoE 96 84 0 22 Sep 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
Multi-Task Learning in Natural Language Processing: An Overview Shijie Chen Yu Zhang Qiang Yang AIMat 41 99 0 19 Sep 2021
Netmarble AI Center's WMT21 Automatic Post-Editing Shared Task Submission Shinhyeok Oh Sion Jang Hu Xu Shounan An Insoo Oh 19 11 0 14 Sep 2021
Multilingual Translation via Grafting Pre-trained Language Models Zewei Sun Mingxuan Wang Lei Li AI4CE 188 22 0 11 Sep 2021
Improving Multilingual Translation by Representation and Gradient Regularization Yilin Yang Akiko Eriguchi Alexandre Muzio Prasad Tadepalli Stefan Lee Hany Hassan 47 40 0 10 Sep 2021
HintedBT: Augmenting Back-Translation with Quality and Transliteration Hints Sahana Ramnath Melvin Johnson Abhirut Gupta A. Raghuveer 42 8 0 09 Sep 2021
Survey of Low-Resource Machine Translation Barry Haddow Rachel Bawden Antonio Valerio Miceli Barone Jindvrich Helcl Alexandra Birch AIMat 31 147 0 01 Sep 2021
Neural Machine Translation for Low-Resource Languages: A Survey Surangika Ranathunga E. Lee Marjana Prifti Skenduli Ravi Shekhar Mehreen Alam Rishemjit Kaur 29 235 0 29 Jun 2021
DeltaLM: Encoder-Decoder Pre-training for Language Generation and Translation by Augmenting Pretrained Multilingual Encoders Shuming Ma Li Dong Shaohan Huang Dongdong Zhang Alexandre Muzio Saksham Singhal Hany Awadalla Xia Song Furu Wei SLR AI4CE 25 80 0 25 Jun 2021
Exploring Unsupervised Pretraining Objectives for Machine Translation Christos Baziotis Ivan Titov Alexandra Birch Barry Haddow AAML AI4CE 26 7 0 10 Jun 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
N-LTP: An Open-source Neural Language Technology Platform for Chinese Wanxiang Che Yunlong Feng Libo Qin Ting Liu VLM 35 109 0 24 Sep 2020
Multi-Way, Multilingual Neural Machine Translation with a Shared Attention Mechanism Orhan Firat Kyunghyun Cho Yoshua Bengio LRM AIMat 214 623 0 06 Jan 2016