An Actor-Critic Algorithm for Sequence Prediction

24 July 2016

Aaron Courville

Papers citing "An Actor-Critic Algorithm for Sequence Prediction"

50 / 362 papers shown

Title
Improving Adversarial Text Generation by Modeling the Distant Future Ruiyi Zhang Changyou Chen Zhe Gan Wenlin Wang Dinghan Shen Guoyin Wang Zheng Wen Lawrence Carin 30 12 0 04 May 2020
Improving Factual Consistency Between a Response and Persona Facts Mohsen Mesgar Edwin Simpson Iryna Gurevych HILM 43 6 0 30 Apr 2020
Syntax-aware Data Augmentation for Neural Machine Translation Sufeng Duan Hai Zhao Dongdong Zhang Rui-cang Wang 21 16 0 29 Apr 2020
Can We Learn Heuristics For Graphical Model Inference Using Reinforcement Learning? Safa Messaoud Maghav Kumar A. Schwing 25 5 0 27 Apr 2020
Neural Machine Translation with Monte-Carlo Tree Search Jerrod Parker Jerry Zikun Chen 11 1 0 27 Apr 2020
Show, Describe and Conclude: On Exploiting the Structure Information of Chest X-Ray Reports Baoyu Jing Zeya Wang Eric P. Xing 14 139 0 26 Apr 2020
Correct Me If You Can: Learning from Error Corrections and Markings Julia Kreutzer Nathaniel Berger Stefan Riezler 6 18 0 23 Apr 2020
Exploring Versatile Generative Language Model Via Parameter-Efficient Transfer Learning Zhaojiang Lin Andrea Madotto Pascale Fung 34 155 0 08 Apr 2020
Sample Efficient Ensemble Learning with Catalyst.RL Sergey Kolesnikov Valentin Khrulkov 12 4 0 29 Mar 2020
BERT as a Teacher: Contextual Embeddings for Sequence-Level Reward Florian Schmidt Thomas Hofmann 40 8 0 05 Mar 2020
Modeling Future Cost for Neural Machine Translation Chaoqun Duan Kehai Chen Rui Wang Masao Utiyama Eiichiro Sumita Conghui Zhu T. Zhao AI4TS 28 15 0 28 Feb 2020
On the Discrepancy between Density Estimation and Sequence Generation Jason D. Lee Dustin Tran Orhan Firat Kyunghyun Cho 8 11 0 17 Feb 2020
Multi-layer Representation Fusion for Neural Machine Translation Qiang Wang Fuxue Li Tong Xiao Yanyang Li Yinqiao Li Jingbo Zhu AI4CE 20 52 0 16 Feb 2020
Estimating Gradients for Discrete Random Variables by Sampling without Replacement W. Kool H. V. Hoof Max Welling BDL 31 49 0 14 Feb 2020
LAVA NAT: A Non-Autoregressive Translation Model with Look-Around Decoding and Vocabulary Attention Xiaoya Li Yuxian Meng Arianna Yuan Fei Wu Jiwei Li 40 12 0 08 Feb 2020
RL-Duet: Online Music Accompaniment Generation Using Deep Reinforcement Learning Nan Jiang Sheng Jin Z. Duan Changshui Zhang OffRL 47 49 0 08 Feb 2020
Consistency of a Recurrent Language Model With Respect to Incomplete Decoding Sean Welleck Ilia Kulikov Jaedeok Kim Richard Yuanzhe Pang Kyunghyun Cho 12 65 0 06 Feb 2020
Nested-Wasserstein Self-Imitation Learning for Sequence Generation Ruiyi Zhang Changyou Chen Zhe Gan Zheng Wen Wenlin Wang Lawrence Carin 31 5 0 20 Jan 2020
Adaptive Correlated Monte Carlo for Contextual Categorical Sequence Generation Xinjie Fan Yizhe Zhang Zhendong Wang Mingyuan Zhou BDL 9 4 0 31 Dec 2019
Explicit Sparse Transformer: Concentrated Attention Through Explicit Selection Guangxiang Zhao Junyang Lin Zhiyuan Zhang Xuancheng Ren Qi Su Xu Sun 22 108 0 25 Dec 2019
Black Box Recursive Translations for Molecular Optimization Farhan N. Damani Vishnu Sresht Stephen Ra 22 5 0 21 Dec 2019
Distributional Reinforcement Learning for Energy-Based Sequential Models Tetiana Parshakova J. Andreoli Marc Dymetman 16 21 0 18 Dec 2019
Generating summaries tailored to target characteristics Kushal Chawla Hrituraj Singh Arijit Pramanik Mithlesh Kumar Balaji Vasan Srinivasan 27 0 0 18 Dec 2019
Quality of syntactic implication of RL-based sentence summarization Hoa T. Le Christophe Cerisara Claire Gardent 6 1 0 11 Dec 2019
Cost-Sensitive Training for Autoregressive Models Irina Saparina A. Osokin 19 0 0 08 Dec 2019
VIABLE: Fast Adaptation via Backpropagating Learned Loss Leo Feng L. Zintgraf Bei Peng Shimon Whiteson 20 1 0 29 Nov 2019
A Reinforced Generation of Adversarial Examples for Neural Machine Translation Wei Zou Shujian Huang Jun Xie Xinyu Dai Jiajun Chen AAML SILM 32 26 0 09 Nov 2019
PRNet: Self-Supervised Learning for Partial-to-Partial Registration Yue Wang Justin Solomon SSL 3DPC 19 379 0 27 Oct 2019
Fast Structured Decoding for Sequence Models Zhiqing Sun Zhuohan Li Haoqing Wang Zi Lin Di He Zhihong Deng 19 122 0 25 Oct 2019
BanditRank: Learning to Rank Using Contextual Bandits Phanideep Gampa Sumio Fujita OffRL 19 10 0 23 Oct 2019
Rethinking Exposure Bias In Language Modeling Yifan Xu Kening Zhang Haoyu Dong Yuezhou Sun Wenlong Zhao Z. Tu 6 5 0 13 Oct 2019
Abstractive Dialog Summarization with Semantic Scaffolds Lin Yuan Zhou Yu 31 27 0 02 Oct 2019
Machine Translation for Machines: the Sentiment Classification Use Case Amirhossein Tebbifakhr L. Bentivogli Matteo Negri Marco Turchi 17 11 0 01 Oct 2019
Generalization in Generation: A closer look at Exposure Bias Florian Schmidt 19 87 0 01 Oct 2019
Regressing Word and Sentence Embeddings for Regularization of Neural Machine Translation Inigo Jauregi Unanue E. Z. Borzeshi Massimo Piccardi AI4TS 30 0 0 30 Sep 2019
Summary Level Training of Sentence Rewriting for Abstractive Summarization Sanghwan Bae Taeuk Kim Jihoon Kim Sang-goo Lee 30 68 0 19 Sep 2019
BSDAR: Beam Search Decoding with Attention Reward in Neural Keyphrase Generation Iftitahu Ni'mah Vlado Menkovski Mykola Pechenizkiy 22 2 0 17 Sep 2019
Hierarchical Reinforcement Learning for Open-Domain Dialog Abdelrhman Saleh Natasha Jaques Asma Ghandeharioun J. Shen Rosalind W. Picard OffRL 6 59 0 17 Sep 2019
Hint-Based Training for Non-Autoregressive Machine Translation Zhuohan Li Zi Lin Di He Fei Tian Tao Qin Liwei Wang Tie-Yan Liu 31 72 0 15 Sep 2019
Efficiency Metrics for Data-Driven Models: A Text Summarization Case Study Erion Çano Ondrej Bojar 14 11 0 14 Sep 2019
Countering Language Drift via Visual Grounding Jason D. Lee Kyunghyun Cho Douwe Kiela 24 65 0 10 Sep 2019
Transfer Reward Learning for Policy Gradient-Based Text Generation James OÑeill Danushka Bollegala 13 1 0 09 Sep 2019
A Smart Sliding Chinese Pinyin Input Method Editor on Touchscreen Zhuosheng Zhang Zhen Meng Hai Zhao 14 2 0 03 Sep 2019
Deep Reinforcement Learning with Distributional Semantic Rewards for Abstractive Summarization Siyao Li Deren Lei Pengda Qin William Yang Wang 6 43 0 31 Aug 2019
Latent Part-of-Speech Sequences for Neural Machine Translation Xuewen Yang Yingru Liu Dongliang Xie Xin Wang Niranjan Balasubramanian 11 16 0 30 Aug 2019
An Empirical Comparison on Imitation Learning and Reinforcement Learning for Paraphrase Generation Wanyu Du Yangfeng Ji OffRL 14 23 0 28 Aug 2019
Efficient Bidirectional Neural Machine Translation Xu Tan Yingce Xia Lijun Wu Tao Qin 18 3 0 25 Aug 2019
Controllable Dual Skew Divergence Loss for Neural Machine Translation Fengshun Xiao Hai Zhao Yingting Wu Fengshun Xiao Shu Jiang 27 5 0 22 Aug 2019
ARAML: A Stable Adversarial Training Framework for Text Generation Pei Ke Fei Huang Minlie Huang Xiaoyan Zhu GAN 6 23 0 20 Aug 2019
Hard but Robust, Easy but Sensitive: How Encoder and Decoder Perform in Neural Machine Translation Tianyu He Xu Tan Tao Qin 22 12 0 17 Aug 2019