Title
A Set of Recommendations for Assessing Human-Machine Parity in Language Translation Samuel Laubli Sheila Castilho Graham Neubig Rico Sennrich Qinlan Shen Antonio Toral 27 96 0 03 Apr 2020
Editable Neural Networks A. Sinitsin Vsevolod Plokhotnyuk Dmitriy V. Pyrkin Sergei Popov Artem Babenko KELM 68 175 0 01 Apr 2020
Deliberation Model Based Two-Pass End-to-End Speech Recognition Ke Hu Tara N. Sainath Ruoming Pang Rohit Prabhavalkar 24 85 0 17 Mar 2020
Accelerating Deep Learning Inference via Freezing Adarsh Kumar Arjun Balasubramanian Shivaram Venkataraman Aditya Akella AI4CE 29 22 0 07 Feb 2020
Exploring Benefits of Transfer Learning in Neural Machine Translation Tom Kocmi 29 17 0 06 Jan 2020
A Study of Multilingual Neural Machine Translation Xu Tan Yichong Leng Jiale Chen Yi Ren Tao Qin Tie-Yan Liu 24 8 0 25 Dec 2019
Neural Machine Translation: A Review and Survey Felix Stahlberg 3DV AI4TS MedIm 20 312 0 04 Dec 2019
Fine-Tuning by Curriculum Learning for Non-Autoregressive Neural Machine Translation Junliang Guo Xu Tan Linli Xu Tao Qin Enhong Chen Tie-Yan Liu 14 85 0 20 Nov 2019
Microsoft Research Asia's Systems for WMT19 Yingce Xia Xu Tan Fei Tian Fei Gao Weicong Chen ... Yiren Wang Lijun Wu Jinhua Zhu Tao Qin Tie-Yan Liu VLM 27 26 0 07 Nov 2019
Coreference Resolution as Query-based Span Prediction Wei Wu Fei Wang Arianna Yuan Fei Wu Jiwei Li LRM 36 180 0 05 Nov 2019
Transformer-based Cascaded Multimodal Speech Translation Zixiu "Alex" Wu Ozan Caglayan Julia Ive Josiah Wang Lucia Specia 25 7 0 29 Oct 2019
Controlling the Output Length of Neural Machine Translation Surafel Melaku Lakew Mattia Antonino Di Gangi Marcello Federico 17 67 0 23 Oct 2019
One-To-Many Multilingual End-to-end Speech Translation Mattia Antonino Di Gangi Matteo Negri Marco Turchi 33 50 0 08 Oct 2019
Simple, Scalable Adaptation for Neural Machine Translation Ankur Bapna N. Arivazhagan Orhan Firat AI4CE 44 408 0 18 Sep 2019
Towards Understanding Neural Machine Translation with Word Importance Shilin He Zhaopeng Tu Xing Wang Longyue Wang Michael R. Lyu Shuming Shi AAML 20 39 0 01 Sep 2019
Multilingual Neural Machine Translation with Language Clustering Xu Tan Jiale Chen Di He Yingce Xia Tao Qin Tie-Yan Liu 175 110 0 25 Aug 2019
English-Czech Systems in WMT19: Document-Level Transformer Martin Popel Dominik Machácek Michal Auersperger Ondrej Bojar Pavel Pecina 11 22 0 30 Jul 2019
Structure-Invariant Testing for Machine Translation Pinjia He Clara Meister Z. Su 27 104 0 19 Jul 2019
WikiMatrix: Mining 135M Parallel Sentences in 1620 Language Pairs from Wikipedia Holger Schwenk Vishrav Chaudhary Shuo Sun Hongyu Gong Francisco Guzmán CVBM 26 401 0 10 Jul 2019
Translationese in Machine Translation Evaluation Yvette Graham Barry Haddow Philipp Koehn 11 90 0 24 Jun 2019
Distilling Translations with Visual Awareness Julia Ive Pranava Madhyastha Lucia Specia VLM 30 76 0 18 Jun 2019
Lattice Transformer for Speech Translation Pei Zhang Boxing Chen Niyu Ge Kai Fan 37 48 0 13 Jun 2019
Shared-Private Bilingual Word Embeddings for Neural Machine Translation Xuebo Liu Derek F. Wong Yang Liu Lidia S. Chao Tong Xiao Jingbo Zhu 35 37 0 07 Jun 2019
A Surprisingly Robust Trick for Winograd Schema Challenge Vid Kocijan Ana-Maria Cretu Oana-Maria Camburu Yordan Yordanov Thomas Lukasiewicz 20 101 0 15 May 2019
Impact of Artificial Intelligence on Businesses: from Research, Innovation, Market Deployment to Future Shifts in Business Models N. Soni E. Sharma Narotam Singh A. Kapoor 19 68 0 03 May 2019
Modeling Recurrence for Transformer Jie Hao Xing Wang Baosong Yang Longyue Wang Jinfeng Zhang Zhaopeng Tu 45 85 0 05 Apr 2019
Massively Multilingual Neural Machine Translation Roee Aharoni Melvin Johnson Orhan Firat LRM AI4CE 17 482 0 28 Feb 2019
Multilingual Neural Machine Translation with Knowledge Distillation Xu Tan Yi Ren Di He Tao Qin Zhou Zhao Tie-Yan Liu 20 248 0 27 Feb 2019
Improving Multilingual Sentence Embedding using Bi-directional Dual Encoder with Additive Margin Softmax Yinfei Yang Gustavo Hernández Ábrego Steve Yuan Mandy Guo Qinlan Shen Daniel Cer Yun-hsuan Sung B. Strope R. Kurzweil 52 115 0 22 Feb 2019
Non-Autoregressive Machine Translation with Auxiliary Regularization Yiren Wang Fei Tian Di He Tao Qin ChengXiang Zhai Tie-Yan Liu 16 158 0 22 Feb 2019
Mixture Models for Diverse Machine Translation: Tricks of the Trade T. Shen Myle Ott Michael Auli MarcÁurelio Ranzato MoE 33 148 0 20 Feb 2019
Context-Aware Self-Attention Networks Baosong Yang Jian Li Derek F. Wong Lidia S. Chao Xing Wang Zhaopeng Tu 39 113 0 15 Feb 2019
Creative AI Through Evolutionary Computation Risto Miikkulainen 16 18 0 12 Jan 2019
Feature reinforcement with word embedding and parsing information in neural TTS Huaiping Ming Lei He Haohan Guo Frank Soong 74 15 0 03 Jan 2019
Language-Independent Representor for Neural Machine Translation Long Zhou Yuchen Liu Jiajun Zhang Chengqing Zong Guoping Huang 30 1 0 01 Nov 2018
Multi-Head Attention with Disagreement Regularization Jian Li Zhaopeng Tu Baosong Yang Michael R. Lyu Tong Zhang 27 145 0 24 Oct 2018
Sequence to Sequence Mixture Model for Diverse Machine Translation Xuanli He Gholamreza Haffari Mohammad Norouzi 20 57 0 17 Oct 2018
Beyond Error Propagation in Neural Machine Translation: Characteristics of Language Also Matter Lijun Wu Xu Tan Di He Fei Tian Tao Qin Jianhuang Lai Tie-Yan Liu 18 48 0 01 Sep 2018
A Study of Reinforcement Learning for Neural Machine Translation Lijun Wu Fei Tian Tao Qin Jianhuang Lai Tie-Yan Liu OffRL 27 182 0 27 Aug 2018
Effective Parallel Corpus Mining using Bilingual Sentence Embeddings Mandy Guo Qinlan Shen Yinfei Yang Heming Ge Daniel Cer ... K. Stevens Noah Constant Yun-hsuan Sung B. Strope R. Kurzweil 47 111 0 31 Jul 2018
On Accurate Evaluation of GANs for Language Generation Stanislau Semeniuta Aliaksei Severyn Sylvain Gelly EGVM 39 81 0 13 Jun 2018
A Simple Method for Commonsense Reasoning Trieu H. Trinh Quoc V. Le LRM ReLM 31 432 0 07 Jun 2018
Seq2Seq-Vis: A Visual Debugging Tool for Sequence-to-Sequence Models Hendrik Strobelt Sebastian Gehrmann M. Behrisch Adam Perer Hanspeter Pfister Alexander M. Rush VLM HAI 31 239 0 25 Apr 2018
Universal Neural Machine Translation for Extremely Low Resource Languages Jiatao Gu Hany Hassan Jacob Devlin V. Li 32 275 0 15 Feb 2018
Google's Neural Machine Translation System: Bridging the Gap between Human and Machine Translation Yonghui Wu M. Schuster Z. Chen Quoc V. Le Mohammad Norouzi ... Alex Rudnick Oriol Vinyals G. Corrado Macduff Hughes J. Dean AIMat 718 6,748 0 26 Sep 2016