Convolutional Sequence to Sequence Learning

8 May 2017

Papers citing "Convolutional Sequence to Sequence Learning"

50 / 1,321 papers shown

Title
A Reinforced Topic-Aware Convolutional Sequence-to-Sequence Model for Abstractive Text Summarization Li Wang Junlin Yao Yunzhe Tao Li Zhong Wei Liu Q. Du BDL 19 136 0 09 May 2018
Character-level Chinese-English Translation through ASCII Encoding Nikola I. Nikolov Yuhuang Hu Mingyan Tan Richard H. R. Hahnloser AI4CE 6 31 0 09 May 2018
What you can cram into a single vector: Probing sentence embeddings for linguistic properties Alexis Conneau Germán Kruszewski Guillaume Lample Loïc Barrault Marco Baroni 201 882 0 03 May 2018
Tensorized Self-Attention: Efficiently Modeling Pairwise and Global Dependencies Together Tao Shen Dinesh Manocha Guodong Long Jing Jiang Chengqi Zhang 43 14 0 02 May 2018
Convolutional Sequence to Sequence Model for Human Dynamics Chen Li Zhen Zhang Wee Sun Lee Gim Hee Lee 3DH 13 322 0 02 May 2018
Accelerating Neural Transformer via an Average Attention Network Biao Zhang Deyi Xiong Jinsong Su 19 120 0 02 May 2018
Dynamic Sentence Sampling for Efficient Training of Neural Machine Translation Rui Wang Masao Utiyama Eiichiro Sumita 35 27 0 01 May 2018
Accelerating NMT Batched Beam Decoding with LMBR Posteriors for Deployment Gonzalo Iglesias William Tambellini Adria de Gispert Eva Hasler Bill Byrne OffRL MoE 25 4 0 30 Apr 2018
The Best of Both Worlds: Combining Recent Advances in Neural Machine Translation Mengzhao Chen Orhan Firat Ankur Bapna Melvin Johnson Wolfgang Macherey ... Niki Parmar M. Schuster Zhifeng Chen Yonghui Wu Macduff Hughes AIMat 21 0 0 26 Apr 2018
On the Evaluation of Semantic Phenomena in Neural Machine Translation Using Natural Language Inference Adam Poliak Yonatan Belinkov James R. Glass Benjamin Van Durme 19 41 0 25 Apr 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
Unsupervised Neural Machine Translation with Weight Sharing Zhen-Le Yang Wei Chen Feng Wang Bo Xu 10 128 0 24 Apr 2018
Data-driven Summarization of Scientific Articles Nikola I. Nikolov Michael Pfeiffer Richard H. R. Hahnloser MedIm 16 43 0 24 Apr 2018
QANet: Combining Local Convolution with Global Self-Attention for Reading Comprehension Adams Wei Yu David Dohan Minh-Thang Luong Rui Zhao Kai Chen Mohammad Norouzi Quoc V. Le RALM AIMat 35 1,091 0 23 Apr 2018
A neural interlingua for multilingual machine translation Y. Lu Phillip Keung Faisal Ladhak Vikas Bhardwaj Shaonan Zhang Jason Sun AI4CE 34 125 0 23 Apr 2018
A Stable and Effective Learning Strategy for Trainable Greedy Decoding Yun Chen V. Li Kyunghyun Cho Samuel R. Bowman 28 28 0 21 Apr 2018
Shaking Acoustic Spectral Sub-bands Can Better Regularize Learning in Affective Computing Che-Wei Huang Shrikanth Narayanan 21 4 0 18 Apr 2018
Generating Diverse and Accurate Visual Captions by Comparative Adversarial Learning Dianqi Li Qiuyuan Huang Xiaodong He Lei Zhang Ming-Ting Sun 19 50 0 03 Apr 2018
Bi-Directional Block Self-Attention for Fast and Memory-Efficient Sequence Modeling Tao Shen Dinesh Manocha Guodong Long Jing Jiang Chengqi Zhang HAI 40 148 0 03 Apr 2018
Graph2Seq: Graph to Sequence Learning with Attention-based Neural Networks Kun Xu Lingfei Wu Zhiguo Wang Yansong Feng Michael Witbrock V. Sheinin GNN 25 171 0 03 Apr 2018
Self-Attentional Acoustic Models Matthias Sperber Jan Niehues Graham Neubig Sebastian Stüker A. Waibel 22 151 0 26 Mar 2018
GaAN: Gated Attention Networks for Learning on Large and Spatiotemporal Graphs Jiani Zhang Xingjian Shi Junyuan Xie Hao Ma Irwin King Dit-Yan Yeung GNN 33 570 0 20 Mar 2018
Why not be Versatile? Applications of the SGNMT Decoder for Machine Translation Felix Stahlberg Danielle Saunders Gonzalo Iglesias Bill Byrne 20 11 0 20 Mar 2018
English-Catalan Neural Machine Translation in the Biomedical Domain through the cascade approach Marta R. Costa-jussá Noe Casas Maite Melero 17 4 0 19 Mar 2018
Tensor2Tensor for Neural Machine Translation Ashish Vaswani Samy Bengio E. Brevdo François Chollet Aidan Gomez ... Nal Kalchbrenner Niki Parmar Ryan Sepassi Noam M. Shazeer Jakob Uszkoreit 40 527 0 16 Mar 2018
Achieving Human Parity on Automatic Chinese to English News Translation Hany Hassan Anthony Aue Chang Chen Vishal Chowdhary Jonathan Clark ... Shuangzhi Wu Yingce Xia Dongdong Zhang Zhirui Zhang Ming Zhou 21 604 0 15 Mar 2018
Generalised Structural CNNs (SCNNs) for time series data with arbitrary graph topology Thomas Teh C. Auepanwiriyakul J. Harston A. Faisal GNN 33 2 0 14 Mar 2018
LCANet: End-to-End Lipreading with Cascaded Attention-CTC Kai Xu Dawei Li N. Cassimatis Xiaolong Wang 25 96 0 13 Mar 2018
The Importance of Being Recurrent for Modeling Hierarchical Structure Ke M. Tran Arianna Bisazza Christof Monz 32 150 0 09 Mar 2018
Fast Decoding in Sequence Models using Discrete Latent Variables Łukasz Kaiser Aurko Roy Ashish Vaswani Niki Parmar Samy Bengio Jakob Uszkoreit Noam M. Shazeer 11 230 0 09 Mar 2018
Self-Attention with Relative Position Representations Peter Shaw Jakob Uszkoreit Ashish Vaswani 12 2,251 0 06 Mar 2018
An Empirical Evaluation of Generic Convolutional and Recurrent Networks for Sequence Modeling Shaojie Bai J. Zico Kolter V. Koltun DRL 42 4,715 0 04 Mar 2018
Analyzing Uncertainty in Neural Machine Translation Myle Ott Michael Auli David Grangier MarcÁurelio Ranzato UQLM 43 270 0 28 Feb 2018
Pop Music Highlighter: Marking the Emotion Keypoints Yu-Siang Huang Szu-Yu Chou Yi-Hsuan Yang 15 16 0 28 Feb 2018
A Hybrid Word-Character Approach to Abstractive Summarization Chieh-Teng Chang Chi-Chia Huang Chih-Yuan Yang Jane Yung-jen Hsu 23 8 0 27 Feb 2018
On Extended Long Short-term Memory and Dependent Bidirectional Recurrent Neural Network Yuanhang Su C.-C. Jay Kuo 11 122 0 27 Feb 2018
Towards end-to-end spoken language understanding Dmitriy Serdyuk Yongqiang Wang Christian Fuegen Anuj Kumar Baiyang Liu Yoshua Bengio 19 231 0 23 Feb 2018
The Secret Sharer: Evaluating and Testing Unintended Memorization in Neural Networks Nicholas Carlini Chang-rui Liu Ulfar Erlingsson Jernej Kos D. Song 59 1,113 0 22 Feb 2018
Fitting New Speakers Based on a Short Untranscribed Sample Eliya Nachmani Adam Polyak Yaniv Taigman Lior Wolf 16 84 0 20 Feb 2018
Learning to recognize touch gestures: recurrent vs. convolutional features and dynamic sampling Quentin Debard Christian Wolf S. Canu Julien Arné SLR 27 13 0 19 Feb 2018
Building a Word Segmenter for Sanskrit Overnight V. Reddy Amrith Krishna V. Sharma Prateek Gupta R. VineethM. Pawan Goyal 17 18 0 17 Feb 2018
CytonMT: an Efficient Neural Machine Translation Open-source Toolkit Implemented in C++ Xiaolin Wang Masao Utiyama Eiichiro Sumita 64 6 0 17 Feb 2018
Universal Neural Machine Translation for Extremely Low Resource Languages Jiatao Gu Hany Hassan Jacob Devlin V. Li 26 274 0 15 Feb 2018
Online Learning for Effort Reduction in Interactive Neural Machine Translation Álvaro Peris F. Casacuberta 8 49 0 10 Feb 2018
Zero-Resource Neural Machine Translation with Multi-Agent Communication Game Yun Chen Yang Liu V. Li 41 47 0 09 Feb 2018
Multi-Temporal Land Cover Classification with Sequential Recurrent Encoders M. Rußwurm Marco Körner 41 273 0 06 Feb 2018
Multimodal Image Captioning for Marketing Analysis Philipp Harzig Stephan Brehm Rainer Lienhart Carolin Kaiser René Schallner 16 10 0 06 Feb 2018
Byte-Level Recursive Convolutional Auto-Encoder for Text Xiang Zhang Yann LeCun 19 3 0 06 Feb 2018
Decoding-History-Based Adaptive Control of Attention for Neural Machine Translation Junyang Lin Shuming Ma Qi Su Xu Sun 18 16 0 06 Feb 2018
Reinforced Self-Attention Network: a Hybrid of Hard and Soft Attention for Sequence Modeling Tao Shen Dinesh Manocha Guodong Long Jing Jiang Sen Wang Chengqi Zhang AI4TS 45 144 0 31 Jan 2018