Title
An Empirical Study on Cross-X Transfer for Legal Judgment Prediction Joel Niklaus Matthias Sturmer Ilias Chalkidis ELM AILaw 40 19 0 25 Sep 2022
Rethinking Round-Trip Translation for Machine Translation Evaluation Terry Yue Zhuo Qiongkai Xu Xuanli He Trevor Cohn LRM 24 2 0 15 Sep 2022
Adapting to Non-Centered Languages for Zero-shot Multilingual Translation Zhi Qu Taro Watanabe 44 7 0 09 Sep 2022
AlexaTM 20B: Few-Shot Learning Using a Large-Scale Multilingual Seq2Seq Model Saleh Soltan Shankar Ananthakrishnan Jack G. M. FitzGerald Rahul Gupta Wael Hamza ... Mukund Sridhar Fabian Triefenbach Apurv Verma Gokhan Tur Premkumar Natarajan 54 82 0 02 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 37 8 0 11 Jul 2022
Pretrained Models for Multilingual Federated Learning Orion Weller Marc Marone Vladimir Braverman Dawn J Lawrie Benjamin Van Durme VLM FedML AI4CE 35 42 0 06 Jun 2022
Findings of the The RuATD Shared Task 2022 on Artificial Text Detection in Russian T. Shamardina Vladislav Mikhailov Daniil Chernianskii Alena Fenogenova Marat Saidov A. Valeeva Tatiana Shavrina I. Smurov E. Tutubalina Ekaterina Artemova DeLMO 16 30 0 03 Jun 2022
GateNLP-UShef at SemEval-2022 Task 8: Entity-Enriched Siamese Transformer for Multilingual News Article Similarity Iknoor Singh Yue Li Melissa Thong Carolina Scarton 28 3 0 31 May 2022
Towards Opening the Black Box of Neural Machine Translation: Source and Target Interpretations of the Transformer Javier Ferrando Gerard I. Gállego Belen Alastruey Carlos Escolano Marta R. Costa-jussá 30 44 0 23 May 2022
When does Parameter-Efficient Transfer Learning Work for Machine Translation? Ahmet Üstün Asa Cooper Stickland 37 7 0 23 May 2022
What Do Compressed Multilingual Machine Translation Models Forget? Alireza Mohammadshahi Vassilina Nikoulina Alexandre Berard Caroline Brun James Henderson Laurent Besacier AI4CE 42 9 0 22 May 2022
Understanding and Mitigating the Uncertainty in Zero-Shot Translation Wenxuan Wang Wenxiang Jiao Shuo Wang Zhaopeng Tu Michael R. Lyu UQLM 35 9 0 20 May 2022
Nebula-I: A General Framework for Collaboratively Training Deep Learning Models on Low-Bandwidth Cloud Clusters Yang Xiang Zhihua Wu Weibao Gong Siyu Ding Xianjie Mo ... Yue Yu Ge Li Yu Sun Yanjun Ma Dianhai Yu 24 4 0 19 May 2022
Consistent Human Evaluation of Machine Translation across Language Pairs Daniel Licht Cynthia Gao Janice Lam Francisco Guzman Mona T. Diab Philipp Koehn 40 17 0 17 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
Building Machine Translation Systems for the Next Thousand Languages Ankur Bapna Isaac Caswell Julia Kreutzer Orhan Firat D. Esch ... Apurva Shah Yanping Huang Z. Chen Yonghui Wu Macduff Hughes 56 98 0 09 May 2022
A Contrastive Cross-Channel Data Augmentation Framework for Aspect-based Sentiment Analysis Bing Wang Liang Ding Qihuang Zhong Ximing Li Dacheng Tao 29 32 0 16 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
Parameter-Efficient Neural Reranking for Cross-Lingual and Multilingual Retrieval Robert Litschko Ivan Vulić Goran Glavavs LRM 31 13 0 05 Apr 2022
Factual Consistency of Multilingual Pretrained Language Models Constanza Fierro Anders Søgaard HILM 27 15 0 22 Mar 2022
Towards Explainable Evaluation Metrics for Natural Language Generation Christoph Leiter Piyawat Lertvittayakumjorn M. Fomicheva Wei-Ye Zhao Yang Gao Steffen Eger AAML ELM 27 20 0 21 Mar 2022
Pre-Trained Multilingual Sequence-to-Sequence Models: A Hope for Low-Resource Language Translation? E. Lee Sarubi Thillainathan Shravan Nayak Surangika Ranathunga David Ifeoluwa Adelani Ruisi Su Arya D. McCarthy VLM 21 43 0 16 Mar 2022
MCoNaLa: A Benchmark for Code Generation from Multiple Natural Languages Zhiruo Wang Grace Cuenca Shuyan Zhou Frank F. Xu Graham Neubig 29 50 0 16 Mar 2022
EAG: Extract and Generate Multi-way Aligned Corpus for Complete Multi-lingual Neural Machine Translation Yulin Xu Zhen Yang Fandong Meng JieZhou 33 3 0 04 Mar 2022
DeepNet: Scaling Transformers to 1,000 Layers Hongyu Wang Shuming Ma Li Dong Shaohan Huang Dongdong Zhang Furu Wei MoE AI4CE 26 156 0 01 Mar 2022
OCR Improves Machine Translation for Low-Resource Languages Oana Ignat Jean Maillard Vishrav Chaudhary Francisco Guzmán 45 10 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 24 181 0 17 Feb 2022
Efficient Large Scale Language Modeling with Mixtures of Experts Mikel Artetxe Shruti Bhosale Naman Goyal Todor Mihaylov Myle Ott ... Jeff Wang Luke Zettlemoyer Mona T. Diab Zornitsa Kozareva Ves Stoyanov MoE 61 188 0 20 Dec 2021
Can Multilinguality benefit Non-autoregressive Machine Translation? Sweta Agrawal Julia Kreutzer Colin Cherry AI4CE 29 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 Jing Zhang Yue Zhang 174 86 0 06 Dec 2021
An Empirical Investigation of Multi-bridge Multilingual NMT models Anoop Kunchukuttan 41 3 0 14 Oct 2021
The Dawn of Quantum Natural Language Processing R. Sipio Jia-Hong Huang Samuel Yen-Chi Chen Stefano Mangini M. Worring 50 80 0 13 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 35 25 0 30 Sep 2021
Beyond Distillation: Task-level Mixture-of-Experts for Efficient Inference Sneha Kudugunta Yanping Huang Ankur Bapna M. Krikun Dmitry Lepikhin Minh-Thang Luong Orhan Firat MoE 119 106 0 24 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
The JHU-Microsoft Submission for WMT21 Quality Estimation Shared Task Shuoyang Ding Marcin Junczys-Dowmunt Matt Post C. Federmann Philipp Koehn 31 2 0 17 Sep 2021
Back-translation for Large-Scale Multilingual Machine Translation Baohao Liao Shahram Khadivi Sanjika Hewavitharana 43 16 0 17 Sep 2021
Semi-Supervised Wide-Angle Portraits Correction by Multi-Scale Transformer Fushun Zhu Shan Zhao Peng Wang Hao Wang Hua Yan Shuaicheng Liu ViT 17 16 0 14 Sep 2021
Collecting a Large-Scale Gender Bias Dataset for Coreference Resolution and Machine Translation Shahar Levy Koren Lazar Gabriel Stanovsky 31 64 0 08 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
Facebook AI WMT21 News Translation Task Submission C. Tran Shruti Bhosale James Cross Philipp Koehn Sergey Edunov Angela Fan VLM 134 81 0 06 Aug 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
The FLORES-101 Evaluation Benchmark for Low-Resource and Multilingual Machine Translation Naman Goyal Cynthia Gao Vishrav Chaudhary Peng-Jen Chen Guillaume Wenzek Da Ju Sanjan Krishnan MarcÁurelio Ranzato Francisco Guzman Angela Fan 15 554 0 06 Jun 2021
BiToD: A Bilingual Multi-Domain Dataset For Task-Oriented Dialogue Modeling Zhaojiang Lin Andrea Madotto Genta Indra Winata Peng Xu Feijun Jiang Yuxiang Hu Chen Shi Pascale Fung 27 61 0 05 Jun 2021
Contrastive Learning for Many-to-many Multilingual Neural Machine Translation Xiao Pan Mingxuan Wang Liwei Wu Lei Li 18 200 0 20 May 2021
Crossing the Conversational Chasm: A Primer on Natural Language Processing for Multilingual Task-Oriented Dialogue Systems E. Razumovskaia Goran Glavavs Olga Majewska E. Ponti Anna Korhonen Ivan Vulić 23 32 0 17 Apr 2021
Quality at a Glance: An Audit of Web-Crawled Multilingual Datasets Julia Kreutzer Isaac Caswell Lisa Wang Ahsan Wahab D. Esch ... Duygu Ataman Orevaoghene Ahia Oghenefego Ahia Sweta Agrawal Mofetoluwa Adeyemi 20 267 0 22 Mar 2021
Switch Transformers: Scaling to Trillion Parameter Models with Simple and Efficient Sparsity W. Fedus Barret Zoph Noam M. Shazeer MoE 11 2,075 0 11 Jan 2021