Sequence-to-Sequence Learning as Beam-Search Optimization

9 June 2016

Papers citing "Sequence-to-Sequence Learning as Beam-Search Optimization"

26 / 276 papers shown

Title
Towards Neural Phrase-based Machine Translation Po-Sen Huang Chong-Jun Wang Sitao Huang Dengyong Zhou Li Deng 14 3 0 17 Jun 2017
SEARNN: Training RNNs with Global-Local Losses Rémi Leblond Jean-Baptiste Alayrac A. Osokin Simon Lacoste-Julien 11 52 0 14 Jun 2017
Adversarial Generation of Natural Language Sai Rajeswar Sandeep Subramanian Francis Dutil C. Pal Aaron Courville GAN 16 204 0 31 May 2017
Softmax Q-Distribution Estimation for Structured Prediction: A Theoretical Interpretation for RAML Xuezhe Ma Pengcheng Yin J. Liu Graham Neubig Eduard H. Hovy 12 19 0 19 May 2017
A Minimal Span-Based Neural Constituency Parser Mitchell Stern Jacob Andreas Dan Klein 20 195 0 10 May 2017
Neural Word Segmentation with Rich Pretraining Jie Yang Yue Zhang Fei Dong VLM 6 112 0 28 Apr 2017
Differentiable Scheduled Sampling for Credit Assignment Kartik Goyal Chris Dyer Taylor Berg-Kirkpatrick 24 40 0 23 Apr 2017
Adversarial Neural Machine Translation Lijun Wu Yingce Xia Li Zhao Fei Tian Tao Qin Jianhuang Lai Tie-Yan Liu GAN AAML 11 133 0 20 Apr 2017
Learning Discourse-level Diversity for Neural Dialog Models using Conditional Variational Autoencoders Tiancheng Zhao Ran Zhao M. Eskénazi 8 752 0 31 Mar 2017
Neural Machine Translation and Sequence-to-sequence Models: A Tutorial Graham Neubig AIMat 31 171 0 05 Mar 2017
Maximum-Likelihood Augmented Discrete Generative Adversarial Networks Tong Che Yanran Li Ruixiang Zhang R. Devon Hjelm Wenjie Li Yangqiu Song Yoshua Bengio GAN 31 234 0 26 Feb 2017
Trainable Greedy Decoding for Neural Machine Translation Jiatao Gu Kyunghyun Cho V. Li 19 73 0 08 Feb 2017
Learning to Decode for Future Success Jiwei Li Will Monroe Dan Jurafsky 18 58 0 23 Jan 2017
Adversarial Learning for Neural Dialogue Generation Jiwei Li Will Monroe Tianlin Shi Sébastien Jean Alan Ritter Dan Jurafsky 21 897 0 23 Jan 2017
Towards Decoding as Continuous Optimization in Neural Machine Translation Cong Duy Vu Hoang Gholamreza Haffari Trevor Cohn AI4CE 22 42 0 11 Jan 2017
Cutting-off Redundant Repeating Generations for Neural Abstractive Summarization Jun Suzuki Masaaki Nagata 30 76 0 31 Dec 2016
Towards better decoding and language model integration in sequence to sequence models J. Chorowski Navdeep Jaitly 6 368 0 08 Dec 2016
What Do Recurrent Neural Network Grammars Learn About Syntax? Noah A. Smith Miguel Ballesteros Lingpeng Kong Chris Dyer Graham Neubig A. Kuncoro GNN 20 147 0 17 Nov 2016
Quasi-Recurrent Neural Networks James Bradbury Stephen Merity Caiming Xiong R. Socher 42 437 0 05 Nov 2016
Neural Symbolic Machines: Learning Semantic Parsers on Freebase with Weak Supervision Chen Liang Jonathan Berant Quoc V. Le Kenneth D. Forbus Ni Lao NAI 44 404 0 31 Oct 2016
End-to-End Training Approaches for Discriminative Segmental Models Hao Tang Weiran Wang Kevin Gimpel Karen Livescu 27 7 0 21 Oct 2016
One Sentence One Model for Neural Machine Translation Xiaoqing Li Jiajun Zhang Chengqing Zong AI4CE 114 62 0 21 Sep 2016
Reward Augmented Maximum Likelihood for Neural Structured Prediction Mohammad Norouzi Samy Bengio Z. Chen Navdeep Jaitly M. Schuster Yonghui Wu Dale Schuurmans 19 252 0 01 Sep 2016
An Actor-Critic Algorithm for Sequence Prediction Dzmitry Bahdanau Philemon Brakel Kelvin Xu Anirudh Goyal Ryan J. Lowe Joelle Pineau Aaron Courville Yoshua Bengio 31 635 0 24 Jul 2016
Global Neural CCG Parsing with Optimality Guarantees Kenton Lee M. Lewis Luke Zettlemoyer 16 40 0 05 Jul 2016
Effective Approaches to Attention-based Neural Machine Translation Thang Luong Hieu H. Pham Christopher D. Manning 218 7,926 0 17 Aug 2015