Title
Analyzing the Structure of Attention in a Transformer Language Model Jesse Vig Yonatan Belinkov 19 357 0 07 Jun 2019
Learning Deep Transformer Models for Machine Translation Qiang Wang Bei Li Tong Xiao Jingbo Zhu Changliang Li Derek F. Wong Lidia S. Chao 16 656 0 05 Jun 2019
KERMIT: Generative Insertion-Based Modeling for Sequences William Chan Nikita Kitaev Kelvin Guu Mitchell Stern Jakob Uszkoreit VLM 23 65 0 04 Jun 2019
Domain Adaptive Inference for Neural Machine Translation Danielle Saunders Felix Stahlberg Adria de Gispert Bill Byrne AI4CE 11 29 0 02 Jun 2019
Learning Sparse Networks Using Targeted Dropout Aidan N. Gomez Ivan Zhang Siddhartha Rao Kamalakara Divyam Madaan Kevin Swersky Y. Gal Geoffrey E. Hinton 6 98 0 31 May 2019
Assessing The Factual Accuracy of Generated Text Ben Goodrich Vinay Rao Mohammad Saleh Peter J. Liu HILM 22 185 0 30 May 2019
Unsupervised Paraphrasing without Translation Aurko Roy David Grangier BDL LRM 11 61 0 29 May 2019
Matrix-Free Preconditioning in Online Learning Ashok Cutkosky Tamás Sarlós ODL 19 16 0 29 May 2019
Momentum-Based Variance Reduction in Non-Convex SGD Ashok Cutkosky Francesco Orabona ODL 18 393 0 24 May 2019
Deep Learning in Alzheimer's disease: Diagnostic Classification and Prognostic Prediction using Neuroimaging Data T. Jo K. Nho A. Saykin 22 502 0 02 May 2019
Similarity of Neural Network Representations Revisited Simon Kornblith Mohammad Norouzi Honglak Lee Geoffrey E. Hinton 29 1,354 0 01 May 2019
BERTScore: Evaluating Text Generation with BERT Tianyi Zhang Varsha Kishore Felix Wu Kilian Q. Weinberger Yoav Artzi 64 5,500 0 21 Apr 2019
Visualizing Attention in Transformer-Based Language Representation Models Jesse Vig MILM 14 21 0 04 Apr 2019
A Learned Representation for Scalable Vector Graphics Raphael Gontijo-Lopes David R Ha Douglas Eck Jonathon Shlens GAN OCL 30 113 0 04 Apr 2019
Consistency by Agreement in Zero-shot Neural Machine Translation Maruan Al-Shedivat Ankur P. Parikh 17 57 0 04 Apr 2019
fairseq: A Fast, Extensible Toolkit for Sequence Modeling Myle Ott Sergey Edunov Alexei Baevski Angela Fan Sam Gross Nathan Ng David Grangier Michael Auli VLM FaML 23 3,124 0 01 Apr 2019
Neural Grammatical Error Correction with Finite State Transducers Felix Stahlberg Christopher Bryant Bill Byrne 22 28 0 25 Mar 2019
Neutron: An Implementation of the Transformer Translation Model and its Variants Hongfei Xu Qiuhui Liu 27 19 0 18 Mar 2019
VideoFlow: A Conditional Flow-Based Model for Stochastic Video Generation Manoj Kumar Mohammad Babaeizadeh D. Erhan Chelsea Finn Sergey Levine Laurent Dinh Durk Kingma VGen 25 131 0 04 Mar 2019
Speeding up Deep Learning with Transient Servers Shijian Li R. Walls Lijie Xu Tian Guo 11 12 0 28 Feb 2019
Extreme Tensoring for Low-Memory Preconditioning Xinyi Chen Naman Agarwal Elad Hazan Cyril Zhang Yi Zhang 17 10 0 12 Feb 2019
Insertion Transformer: Flexible Sequence Generation via Insertion Operations Mitchell Stern William Chan J. Kiros Jakob Uszkoreit KELM 20 247 0 08 Feb 2019
Memory-Efficient Adaptive Optimization Rohan Anil Vineet Gupta Tomer Koren Y. Singer ODL 11 49 0 30 Jan 2019
The Evolved Transformer David R. So Chen Liang Quoc V. Le ViT 24 460 0 30 Jan 2019
Semantic Redundancies in Image-Classification Datasets: The 10% You Don't Need Vighnesh Birodkar H. Mobahi Samy Bengio 11 82 0 29 Jan 2019
Context in Neural Machine Translation: A Review of Models and Evaluations Andrei Popescu-Belis MedIm 10 28 0 25 Jan 2019
Preventing Posterior Collapse with delta-VAEs Ali Razavi Aaron van den Oord Ben Poole Oriol Vinyals DRL 14 167 0 10 Jan 2019
Sentence-wise Smooth Regularization for Sequence to Sequence Learning Chengyue Gong Xu Tan Di He Tao Qin AI4TS 21 8 0 12 Dec 2018
Bayesian Layers: A Module for Neural Network Uncertainty Dustin Tran Michael W. Dusenberry Mark van der Wilk Danijar Hafner UQCV BDL 19 120 0 10 Dec 2018
Generative Adversarial Network based Speaker Adaptation for High Fidelity WaveNet Vocoder Qiao Tian Bing Yang Shan Liu GAN 16 9 0 06 Dec 2018
Attending to Mathematical Language with Transformers A. Wangperawong 17 22 0 05 Dec 2018
Generating High Fidelity Images with Subscale Pixel Networks and Multidimensional Upscaling Jacob Menick Nal Kalchbrenner 17 149 0 04 Dec 2018
Towards Accurate Generative Models of Video: A New Metric & Challenges Thomas Unterthiner Sjoerd van Steenkiste Karol Kurach Raphaël Marinier Marcin Michalski Sylvain Gelly EGVM VGen 27 682 0 03 Dec 2018
Towards Neural Machine Translation for African Languages Jade Z. Abbott Laura Martinus 13 20 0 13 Nov 2018
End-to-End Non-Autoregressive Neural Machine Translation with Connectionist Temporal Classification Jindrich Libovický Jindřich Helcl 11 167 0 12 Nov 2018
CUNI System for the WMT18 Multimodal Translation Task Jindřich Helcl Jindrich Libovický Dušan Variš 11 57 0 12 Nov 2018
Blockwise Parallel Decoding for Deep Autoregressive Models Mitchell Stern Noam M. Shazeer Ashley J. Llorens 8 213 0 07 Nov 2018
Simple, Distributed, and Accelerated Probabilistic Programming Like Hui Matthew Hoffman Siyuan Ma Christopher Suter Srinivas Vasudevan Alexey Radul M. Belkin Rif A. Saurous BDL 14 56 0 05 Nov 2018
Neural Machine Translation into Language Varieties Surafel Melaku Lakew A. Erofeeva Marcello Federico 9 49 0 02 Nov 2018
Machine Translation between Vietnamese and English: an Empirical Study Hong-Hai Phan-Vu Viet-Trung Tran V. Nguyen Hoang-Vu Dang Phan-Thuan Do 12 17 0 30 Oct 2018
Parallel Attention Mechanisms in Neural Machine Translation Julian R. Medina Jugal Kalita 4 18 0 29 Oct 2018
Deep Transfer Reinforcement Learning for Text Summarization Yaser Keneshloo Naren Ramakrishnan Chandan K. Reddy 24 37 0 15 Oct 2018
Time Reversal as Self-Supervision Suraj Nair Mohammad Babaeizadeh Chelsea Finn Sergey Levine Vikash Kumar SSL 6 12 0 02 Oct 2018
Phrase-Based Attentions Phi Xuan Nguyen Shafiq R. Joty 6 8 0 30 Sep 2018
FRAGE: Frequency-Agnostic Word Representation Chengyue Gong Di He Xu Tan Tao Qin Liwei Wang Tie-Yan Liu OOD 26 144 0 18 Sep 2018
Music Transformer Cheng-Zhi Anna Huang Ashish Vaswani Jakob Uszkoreit Noam M. Shazeer Ian Simon Curtis Hawthorne Andrew M. Dai Matthew D. Hoffman Monica Dinculescu Douglas Eck 34 470 0 12 Sep 2018
Texar: A Modularized, Versatile, and Extensible Toolkit for Text Generation Zhiting Hu Haoran Shi Bowen Tan Wentao Wang Zichao Yang ... Zhengzhong Liu Xiaodan Liang Wangrong Zhu Devendra Singh Sachan Eric P. Xing VLM 12 56 0 04 Sep 2018
Trivial Transfer Learning for Low-Resource Neural Machine Translation Tom Kocmi Ondrej Bojar 11 171 0 02 Sep 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 10 48 0 01 Sep 2018
An Operation Sequence Model for Explainable Neural Machine Translation Felix Stahlberg Danielle Saunders Bill Byrne LRM MILM 35 29 0 29 Aug 2018