Title
OPT: Omni-Perception Pre-Trainer for Cross-Modal Understanding and Generation Jing Liu Xinxin Zhu Fei Liu Longteng Guo Zijia Zhao ... Weining Wang Hanqing Lu Shiyu Zhou Jiajun Zhang Jinqiao Wang 39 37 0 01 Jul 2021
Neural Machine Translation for Low-Resource Languages: A Survey Surangika Ranathunga E. Lee Marjana Prifti Skenduli Ravi Shekhar Mehreen Alam Rishemjit Kaur 40 236 0 29 Jun 2021
An Empirical Survey of Data Augmentation for Limited Data Learning in NLP Jiaao Chen Derek Tam Colin Raffel Joey Tianyi Zhou Diyi Yang 30 172 0 14 Jun 2021
One Semantic Parser to Parse Them All: Sequence to Sequence Multi-Task Learning on Semantic Parsing Datasets Marco Damonte Emilio Monti AIMat 38 6 0 08 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 15 559 0 06 Jun 2021
Contrastive Learning for Many-to-many Multilingual Neural Machine Translation Xiao Pan Mingxuan Wang Liwei Wu Lei Li 21 200 0 20 May 2021
Can You Traducir This? Machine Translation for Code-Switched Input Jitao Xu François Yvon 25 30 0 11 May 2021
Efficient Weight factorization for Multilingual Speech Recognition Ngoc-Quan Pham Tuan-Nam Nguyen S. Stueker A. Waibel 43 19 0 07 May 2021
Translation Quality Assessment: A Brief Survey on Manual and Automatic Methods Lifeng Han Gareth J. F. Jones Alan F. Smeaton 36 36 0 05 May 2021
MT-Opt: Continuous Multi-Task Robotic Reinforcement Learning at Scale Dmitry Kalashnikov Jacob Varley Yevgen Chebotar Benjamin Swanson Rico Jonschkowski Chelsea Finn Sergey Levine Karol Hausman OffRL 47 271 0 16 Apr 2021
Simultaneous Multi-Pivot Neural Machine Translation Raj Dabre Aizhan Imankulova Masahiro Kaneko Abhisek Chakrabarty LRM 24 11 0 15 Apr 2021
Samanantar: The Largest Publicly Available Parallel Corpora Collection for 11 Indic Languages Gowtham Ramesh Sumanth Doddapaneni Aravinth Bheemaraj Mayank Jobanputra AK Raghavan ... K. Deepak Vivek Raghavan Anoop Kunchukuttan Pratyush Kumar Mitesh Khapra LRM 37 231 0 12 Apr 2021
Robust Experimentation in the Continuous Time Bandit Problem Pasquale Antonante 27 0 0 31 Mar 2021
BERT: A Review of Applications in Natural Language Processing and Understanding M. V. Koroteev VLM 25 196 0 22 Mar 2021
Attribute Alignment: Controlling Text Generation from Pre-trained Language Models Dian Yu Zhou Yu Kenji Sagae 21 37 0 20 Mar 2021
Towards Continual Learning for Multilingual Machine Translation via Vocabulary Substitution Xavier Garcia Noah Constant Ankur P. Parikh Orhan Firat 48 42 0 11 Mar 2021
Deep Transfer Learning for WiFi Localization Peizheng Li Han Cui Aftab Khan Usman Raza Robert Piechocki A. Doufexi T. Farnham 15 21 0 08 Mar 2021
Revisiting Language Encoding in Learning Multilingual Representations Shengjie Luo Kaiyuan Gao Shuxin Zheng Guolin Ke Di He Liwei Wang Tie-Yan Liu 34 2 0 16 Feb 2021
Neural Inverse Text Normalization Monica Sunkara Chaitanya P. Shivade S. Bodapati Katrin Kirchhoff 49 31 0 12 Feb 2021
WARP: Word-level Adversarial ReProgramming Karen Hambardzumyan Hrant Khachatrian Jonathan May AAML 254 342 0 01 Jan 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
Gender Bias in Multilingual Neural Machine Translation: The Architecture Matters Marta R. Costa-jussá Carlos Escolano Christine Basta Javier Ferrando Roser Batlle-Roca Ksenia Kharitonova 22 18 0 24 Dec 2020
Multilingual Evidence Retrieval and Fact Verification to Combat Global Disinformation: The Power of Polyglotism Denisa A.O. Roberts 48 3 0 16 Dec 2020
Evaluating Cross-Lingual Transfer Learning Approaches in Multilingual Conversational Agent Models Lizhen Tan O. Yu. Golovneva 50 2 0 07 Dec 2020
The Ubiqus English-Inuktitut System for WMT20 François Hernandez Vincent Nguyen 33 6 0 18 Nov 2020
Multilingual AMR-to-Text Generation Angela Fan Claire Gardent 17 32 0 10 Nov 2020
Subword Segmentation and a Single Bridge Language Affect Zero-Shot Neural Machine Translation Annette Rios Gonzales Mathias Müller Rico Sennrich 19 19 0 03 Nov 2020
Dual-decoder Transformer for Joint Automatic Speech Recognition and Multilingual Speech Translation Hang Le J. Pino Changhan Wang Jiatao Gu D. Schwab Laurent Besacier 39 82 0 02 Nov 2020
Rethinking embedding coupling in pre-trained language models Hyung Won Chung Thibault Févry Henry Tsai Melvin Johnson Sebastian Ruder 95 142 0 24 Oct 2020
Unsupervised Cross-lingual Adaptation for Sequence Tagging and Beyond Xin Li Lidong Bing Wenxuan Zhang Zheng Li Wai Lam 54 25 0 23 Oct 2020
Rediscovering the Slavic Continuum in Representations Emerging from Neural Models of Spoken Language Identification Badr M. Abdullah Jacek Kudera T. Avgustinova Bernd Möbius Dietrich Klakow 28 5 0 22 Oct 2020
Complete Multilingual Neural Machine Translation Markus Freitag Orhan Firat 27 44 0 20 Oct 2020
Revisiting Modularized Multilingual NMT to Meet Industrial Demands Sungwon Lyu Bokyung Son Kichang Yang Jaekyoung Bae MoE 15 20 0 19 Oct 2020
Multi-Task Learning for Cross-Lingual Abstractive Summarization Sho Takase Naoaki Okazaki 23 19 0 15 Oct 2020
Gradient Vaccine: Investigating and Improving Multi-task Optimization in Massively Multilingual Models Zirui Wang Yulia Tsvetkov Orhan Firat Yuan Cao 33 196 0 12 Oct 2020
Reformulating Unsupervised Style Transfer as Paraphrase Generation Kalpesh Krishna John Wieting Mohit Iyyer 30 238 0 12 Oct 2020
ChrEn: Cherokee-English Machine Translation for Endangered Language Revitalization Shiyue Zhang B. Frey Joey Tianyi Zhou 38 28 0 09 Oct 2020
Multi-task Learning for Multilingual Neural Machine Translation Yiren Wang Chengxiang Zhai Hany Awadalla 37 68 0 06 Oct 2020
Improving AMR Parsing with Sequence-to-Sequence Pre-training Dong Xu Junhui Li Muhua Zhu Min Zhang Guodong Zhou AIMat 18 68 0 05 Oct 2020
Harnessing Multilinguality in Unsupervised Machine Translation for Rare Languages Xavier Garcia Aditya Siddhant Orhan Firat Ankur P. Parikh 30 31 0 23 Sep 2020
Softmax Tempering for Training Neural Machine Translation Models Raj Dabre Atsushi Fujita 28 11 0 20 Sep 2020
Not Low-Resource Anymore: Aligner Ensembling, Batch Filtering, and New Datasets for Bengali-English Machine Translation Tahmid Hasan Abhik Bhattacharjee Kazi Samin Mubasshir Masum Hasan Madhusudan Basak M. Rahman Rifat Shahriyar VLM 23 72 0 20 Sep 2020
Code-switching pre-training for neural machine translation Zhen Yang Bojie Hu Ambyera Han Shen Huang Qi Ju 27 71 0 17 Sep 2020
$NABU $\mathrm{-}$ Multilingual Graph-based Neural RDF Verbalizer$ NABU $\mathrm{-}$ Multilingual Graph-based Neural RDF Verbalizer Diego Moussallem Dwaraknath Gnaneshwar Thiago Castro Ferreira A. N. Ngomo 13 16 0 16 Sep 2020
On Target Segmentation for Direct Speech Translation Mattia Antonino Di Gangi Marco Gaido Matteo Negri Marco Turchi 37 14 0 10 Sep 2020
On Learning Language-Invariant Representations for Universal Machine Translation Hao Zhao Junjie Hu Andrej Risteski 40 8 0 11 Aug 2020
Multilingual Translation with Extensible Multilingual Pretraining and Finetuning Y. Tang C. Tran Xian Li Peng-Jen Chen Naman Goyal Vishrav Chaudhary Jiatao Gu Angela Fan CLL 55 447 0 02 Aug 2020
A Multilingual Parallel Corpora Collection Effort for Indian Languages Shashank Siripragrada Jerin Philip Vinay P. Namboodiri C. V. Jawahar VLM 32 47 0 15 Jul 2020
Rewiring the Transformer with Depth-Wise LSTMs Hongfei Xu Yang Song Qiuhui Liu Josef van Genabith Deyi Xiong 42 6 0 13 Jul 2020
GShard: Scaling Giant Models with Conditional Computation and Automatic Sharding Dmitry Lepikhin HyoukJoong Lee Yuanzhong Xu Dehao Chen Orhan Firat Yanping Huang M. Krikun Noam M. Shazeer Z. Chen MoE 43 1,116 0 30 Jun 2020