Title
Consistent Human Evaluation of Machine Translation across Language PairsConference of the Association for Machine Translation in the Americas (AMTA), 2022 Daniel Licht Cynthia Gao Janice Lam Francisco Guzman Mona T. Diab Philipp Koehn 159 23 0 17 May 2022
Improving Neural Machine Translation of Indigenous Languages with Multilingual Transfer Learning Wei-Rui Chen Muhammad Abdul-Mageed 144 9 0 14 May 2022
Building Machine Translation Systems for the Next Thousand Languages Ankur Bapna Isaac Caswell Julia Kreutzer Orhan Firat D. Esch ... Apurva Shah Yanping Huang Zhiwen Chen Yonghui Wu Macduff Hughes 262 108 0 09 May 2022
A Few Thousand Translations Go a Long Way! Leveraging Pre-trained Models for African News TranslationNorth American Chapter of the Association for Computational Linguistics (NAACL), 2022 David Ifeoluwa Adelani Jesujoba Oluwadara Alabi Angela Fan Julia Kreutzer Xiaoyu Shen ... Ayodele Awokoya Happy Buzaaba Blessing K. Sibanda Andiswa Bukula Sam Manthalu 394 128 0 04 May 2022
Unifying the Convergences in Multilingual Neural Machine TranslationConference on Empirical Methods in Natural Language Processing (EMNLP), 2022 Yi-Chong Huang Xiaocheng Feng Xinwei Geng Bing Qin 197 6 0 03 May 2022
Jack and Masters of all Trades: One-Pass Learning Sets of Model Sets From Large Pre-Trained ModelsIEEE Computational Intelligence Magazine (IEEE CIM), 2022 Han Xiang Choong Yew-Soon Ong Abhishek Gupta Caishun Chen Ray Lim 128 8 0 02 May 2022
WikiMulti: a Corpus for Cross-Lingual Summarization Pavel Tikhonov Valentin Malykh 85 4 0 23 Apr 2022
A Contrastive Cross-Channel Data Augmentation Framework for Aspect-based Sentiment AnalysisInternational Conference on Computational Linguistics (COLING), 2022 Bing Wang Liang Ding Qihuang Zhong Ximing Li Dacheng Tao 164 40 0 16 Apr 2022
Towards Better Chinese-centric Neural Machine Translation for Low-resource LanguagesComputer Speech and Language (CSL), 2022 Bin Li Yixuan Weng Fei Xia Hanjun Deng 135 30 0 09 Apr 2022
MMTAfrica: Multilingual Machine Translation for African LanguagesConference on Machine Translation (WMT), 2022 Chris C. Emezue Bonaventure F. P. Dossou 125 25 0 08 Apr 2022
PaLM: Scaling Language Modeling with PathwaysJournal of machine learning research (JMLR), 2022 Aakanksha Chowdhery Sharan Narang Jacob Devlin Maarten Bosma Gaurav Mishra ... Kathy Meier-Hellstern Douglas Eck J. Dean Slav Petrov Noah Fiedel PILM LRM 1.2K 7,332 0 05 Apr 2022
Parameter-Efficient Neural Reranking for Cross-Lingual and Multilingual RetrievalInternational Conference on Computational Linguistics (COLING), 2022 Robert Litschko Ivan Vulić Goran Glavaš LRM 346 18 0 05 Apr 2022
Factual Consistency of Multilingual Pretrained Language ModelsFindings (Findings), 2022 Constanza Fierro Anders Søgaard HILM 185 20 0 22 Mar 2022
Towards Explainable Evaluation Metrics for Natural Language Generation Christoph Leiter Piyawat Lertvittayakumjorn M. Fomicheva Wei Zhao Yang Gao Steffen Eger AAML ELM 214 21 0 21 Mar 2022
Triangular Transfer: Freezing the Pivot for Triangular Machine TranslationAnnual Meeting of the Association for Computational Linguistics (ACL), 2022 Meng Zhang Liangyou Li Qun Liu 86 5 0 17 Mar 2022
Pre-Trained Multilingual Sequence-to-Sequence Models: A Hope for Low-Resource Language Translation?Findings (Findings), 2022 E. Lee Sarubi Thillainathan Shravan Nayak Surangika Ranathunga David Ifeoluwa Adelani Ruisi Su Arya D. McCarthy VLM 303 51 0 16 Mar 2022
MCoNaLa: A Benchmark for Code Generation from Multiple Natural LanguagesFindings (Findings), 2022 Zhiruo Wang Grace Cuenca Shuyan Zhou Frank F. Xu Graham Neubig 187 58 0 16 Mar 2022
Multilingual Mix: Example Interpolation Improves Multilingual Neural Machine TranslationAnnual Meeting of the Association for Computational Linguistics (ACL), 2022 Yong Cheng Ankur Bapna Orhan Firat Yuan Cao Pidong Wang Wolfgang Macherey 134 15 0 15 Mar 2022
EAG: Extract and Generate Multi-way Aligned Corpus for Complete Multi-lingual Neural Machine TranslationAnnual Meeting of the Association for Computational Linguistics (ACL), 2022 Yulin Xu Zhen Yang Fandong Meng JieZhou 108 3 0 04 Mar 2022
DeepNet: Scaling Transformers to 1,000 LayersIEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2022 Hongyu Wang Shuming Ma Li Dong Shaohan Huang Dongdong Zhang Furu Wei MoE AI4CE 293 194 0 01 Mar 2022
OCR Improves Machine Translation for Low-Resource LanguagesFindings (Findings), 2022 Oana Ignat Jean Maillard Vishrav Chaudhary Francisco Guzmán 168 12 0 27 Feb 2022
ST-MoE: Designing Stable and Transferable Sparse Expert Models Barret Zoph Irwan Bello Sameer Kumar Nan Du Yanping Huang J. Dean Noam M. Shazeer W. Fedus MoE 374 294 0 17 Feb 2022
Data Scaling Laws in NMT: The Effect of Noise and ArchitectureInternational Conference on Machine Learning (ICML), 2022 Yamini Bansal Behrooz Ghorbani Ankush Garg Biao Zhang M. Krikun Colin Cherry Behnam Neyshabur Orhan Firat 179 61 0 04 Feb 2022
CoAuthor: Designing a Human-AI Collaborative Writing Dataset for Exploring Language Model CapabilitiesInternational Conference on Human Factors in Computing Systems (CHI), 2022 Mina Lee Abigail Z. Jacobs Qian Yang HAI 391 444 0 18 Jan 2022
Efficient Large Scale Language Modeling with Mixtures of ExpertsConference on Empirical Methods in Natural Language Processing (EMNLP), 2021 Mikel Artetxe Shruti Bhosale Naman Goyal Todor Mihaylov Myle Ott ... Jeff Wang Luke Zettlemoyer Mona T. Diab Zornitsa Kozareva Ves Stoyanov MoE 446 220 0 20 Dec 2021
CrossSum: Beyond English-Centric Cross-Lingual Summarization for 1,500+ Language Pairs Abhik Bhattacharjee Tahmid Hasan Wasi Uddin Ahmad Yuan-Fang Li Yong-Bin Kang Rifat Shahriyar RALM ELM 173 49 0 16 Dec 2021
DOCmT5: Document-Level Pretraining of Multilingual Language Models Chia-Hsuan Lee Aditya Siddhant Viresh Ratnakar Melvin Johnson LRM 128 13 0 16 Dec 2021
Can Multilinguality benefit Non-autoregressive Machine Translation? Sweta Agrawal Julia Kreutzer Colin Cherry AI4CE 126 1 0 16 Dec 2021
NL-Augmenter: A Framework for Task-Sensitive Natural Language Augmentation Kaustubh D. Dhole Varun Gangal Sebastian Gehrmann Aadesh Gupta Zhenhao Li ... Tianbao Xie Usama Yaseen Michael A. Yee J. Zhang Yue Zhang 398 95 0 06 Dec 2021
Data Processing Matters: SRPH-Konvergen AI's Machine Translation System for WMT'21Conference on Machine Translation (WMT), 2021 Lintang Sutawika Jan Christian Blaise Cruz 97 3 0 20 Nov 2021
A Survey on Green Deep Learning Jingjing Xu Wangchunshu Zhou Zhiyi Fu Hao Zhou Lei Li VLM 431 92 0 08 Nov 2021
Multilingual Machine Translation Systems from Microsoft for WMT21 Shared TaskConference on Machine Translation (WMT), 2021 Jian Yang Shuming Ma Haoyang Huang Dongdong Zhang Li Dong ... Alexandre Muzio Saksham Singhal Hany Awadalla Xia Song Furu Wei 111 46 0 03 Nov 2021
Multilingual Domain Adaptation for NMT: Decoupling Language and Domain Information with Adapters Asa Cooper Stickland Alexandre Berard Vassilina Nikoulina AI4CE 121 32 0 18 Oct 2021
Towards Making the Most of Multilingual Pretraining for Zero-Shot Neural Machine Translation Guanhua Chen Shuming Ma Yun-Nung Chen Dongdong Zhang Jia Pan Wenping Wang Furu Wei LRM 153 17 0 16 Oct 2021
Tricks for Training Sparse Translation Models Dheeru Dua Shruti Bhosale Vedanuj Goswami James Cross M. Lewis Angela Fan MoE 310 23 0 15 Oct 2021
Breaking Down Multilingual Machine Translation Ting-Rui Chiang Yi-Pei Chen Yi-Ting Yeh Graham Neubig 135 15 0 15 Oct 2021
Alternative Input Signals Ease Transfer in Multilingual Machine Translation Simeng Sun Angela Fan James Cross Vishrav Chaudhary C. Tran Philipp Koehn Francisco Guzman 119 17 0 15 Oct 2021
An Empirical Investigation of Multi-bridge Multilingual NMT models Anoop Kunchukuttan 194 3 0 14 Oct 2021
Bandits Don't Follow Rules: Balancing Multi-Facet Machine Translation with Multi-Armed Bandits Julia Kreutzer David Vilar Artem Sokolov 185 18 0 13 Oct 2021
The Dawn of Quantum Natural Language Processing R. Sipio Jia-Hong Huang Samuel Yen-Chi Chen Stefano Mangini Marcel Worring 253 109 0 13 Oct 2021
Sicilian Translator: A Recipe for Low-Resource NMT Eryk Wdowiak 125 3 0 05 Oct 2021
SlovakBERT: Slovak Masked Language Model Matúš Pikuliak Stefan Grivalsky Martin Konopka Miroslav Blšták Martin Tamajka Viktor Bachratý Marian Simko Pavol Balázik Michal Trnka Filip Uhlárik 166 33 0 30 Sep 2021
EdinSaar@WMT21: North-Germanic Low-Resource Multilingual NMT Svetlana Tchistiakova Jesujoba Oluwadara Alabi Koel Dutta Chowdhury Sourav Dutta Dana Ruiter VLM 133 6 0 29 Sep 2021
Call Larisa Ivanovna: Code-Switching Fools Multilingual NLU Models Alexey Birshert Ekaterina Artemova 144 2 0 29 Sep 2021
Beyond Distillation: Task-level Mixture-of-Experts for Efficient InferenceConference on Empirical Methods in Natural Language Processing (EMNLP), 2021 Sneha Kudugunta Yanping Huang Ankur Bapna M. Krikun Dmitry Lepikhin Minh-Thang Luong Orhan Firat MoE 919 126 0 24 Sep 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 239 98 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 105 3 0 20 Sep 2021
The JHU-Microsoft Submission for WMT21 Quality Estimation Shared Task Shuoyang Ding Marcin Junczys-Dowmunt Matt Post C. Federmann Philipp Koehn 106 2 0 17 Sep 2021
Back-translation for Large-Scale Multilingual Machine Translation Baohao Liao Shahram Khadivi Sanjika Hewavitharana 141 20 0 17 Sep 2021
Classification-based Quality Estimation: Small and Efficient Models for Real-world Applications Shuo Sun Ahmed El-Kishky Vishrav Chaudhary James Cross Francisco Guzmán Lucia Specia 127 1 0 17 Sep 2021