Sequence Level Training with Recurrent Neural Networks

20 November 2015

Papers citing "Sequence Level Training with Recurrent Neural Networks"

50 / 272 papers shown

Title
Improving Reinforcement Learning Based Image Captioning with Natural Language Prior Tszhang Guo Shiyu Chang Mo Yu Kun Bai 35 15 0 13 Sep 2018
Image Captioning based on Deep Reinforcement Learning Haichao Shi Peng Li Bo Wang Zhenyu Wang 15 25 0 13 Sep 2018
Multi-Hop Knowledge Graph Reasoning with Reward Shaping Xi Victoria Lin R. Socher Caiming Xiong LRM 10 329 0 31 Aug 2018
APRIL: Interactively Learning to Summarise by Combining Active Preference Learning and Reinforcement Learning Yang Gao Christian M. Meyer Iryna Gurevych 11 34 0 29 Aug 2018
Breaking the Beam Search Curse: A Study of (Re-)Scoring Methods and Stopping Criteria for Neural Machine Translation Yilin Yang Liang Huang Mingbo Ma 26 92 0 28 Aug 2018
A Study of Reinforcement Learning for Neural Machine Translation Lijun Wu Fei Tian Tao Qin Jianhuang Lai Tie-Yan Liu OffRL 24 181 0 27 Aug 2018
Context-Aware Visual Policy Network for Sequence-Level Image Captioning Daqing Liu Zhengjun Zha Hanwang Zhang Yongdong Zhang Feng Wu CLIP 31 103 0 16 Aug 2018
Regularizing Neural Machine Translation by Target-bidirectional Agreement Zhirui Zhang Shuo Ren Shujie Liu Mu Li M. Zhou Tong Xu 25 116 0 13 Aug 2018
How Local is the Local Diversity? Reinforcing Sequential Determinantal Point Processes with Dynamic Ground Sets for Supervised Video Summarization Yandong Li Liqiang Wang Tianbao Yang Boqing Gong 20 42 0 11 Jul 2018
Policy Gradient as a Proxy for Dynamic Oracles in Constituency Parsing Daniel Fried Dan Klein 20 27 0 08 Jun 2018
Mining for meaning: from vision to language through multiple networks consensus Iulia Duta Andrei Liviu Nicolicioiu Simion-Vlad Bogolin Marius Leordeanu 13 3 0 05 Jun 2018
Improving Image Captioning with Conditional Generative Adversarial Nets Chen Chen Shuai Mu Wanpeng Xiao Zexiong Ye Liesi Wu Qi Ju GAN 21 90 0 18 May 2018
QuaterNet: A Quaternion-based Recurrent Model for Human Motion Dario Pavllo David Grangier Michael Auli 3DH 17 259 0 16 May 2018
Joint Training of Candidate Extraction and Answer Selection for Reading Comprehension Zhen Wang Jiachen Liu Xinyan Xiao Yajuan Lyu Tian Wu 21 38 0 16 May 2018
Discourse-Aware Neural Rewards for Coherent Text Generation Antoine Bosselut Asli Celikyilmaz Xiaodong He Jianfeng Gao Po-Sen Huang Yejin Choi 23 79 0 10 May 2018
A Reinforced Topic-Aware Convolutional Sequence-to-Sequence Model for Abstractive Text Summarization Li Wang Junlin Yao Yunzhe Tao Li Zhong W. Liu Q. Du BDL 6 136 0 09 May 2018
Adversarial Semantic Alignment for Improved Image Captions Pierre L. Dognin Igor Melnyk Youssef Mroueh Jerret Ross Tom Sercu 25 16 0 30 Apr 2018
Learning to Extract Coherent Summary via Deep Reinforcement Learning Yuxiang Wu Baotian Hu AI4TS 17 167 0 19 Apr 2018
CoT: Cooperative Training for Generative Modeling of Discrete Data Sidi Lu Lantao Yu Siyuan Feng Yaoming Zhu Weinan Zhang Yong Yu GAN 22 19 0 11 Apr 2018
EmoRL: Continuous Acoustic Emotion Classification using Deep Reinforcement Learning Egor Lakomkin M. Zamani C. Weber S. Magg S. Wermter 18 22 0 03 Apr 2018
Look Before You Leap: Bridging Model-Free and Model-Based Reinforcement Learning for Planned-Ahead Vision-and-Language Navigation Xin Eric Wang Wenhan Xiong Hongmin Wang William Yang Wang 28 198 0 21 Mar 2018
Discriminability objective for training descriptive captions Ruotian Luo Brian L. Price Scott D. Cohen Gregory Shakhnarovich 19 202 0 12 Mar 2018
Analyzing Uncertainty in Neural Machine Translation Myle Ott Michael Auli David Grangier MarcÁurelio Ranzato UQLM 17 270 0 28 Feb 2018
Zero-Resource Neural Machine Translation with Multi-Agent Communication Game Yun Chen Yang Liu V. Li 33 47 0 09 Feb 2018
MaskGAN: Better Text Generation via Filling in the______ W. Fedus Ian Goodfellow Andrew M. Dai 18 468 0 23 Jan 2018
Data-driven Planning via Imitation Learning Sanjiban Choudhury M. Bhardwaj S. Arora Ashish Kapoor G. Ranade S. Scherer Debadeepta Dey 41 80 0 17 Nov 2017
Classical Structured Prediction Losses for Sequence to Sequence Learning Sergey Edunov Myle Ott Michael Auli David Grangier MarcÁurelio Ranzato AIMat 50 185 0 14 Nov 2017
Paraphrase Generation with Deep Reinforcement Learning Zichao Li Xin Jiang Lifeng Shang Hang Li OffRL 16 213 0 01 Nov 2017
Predictive-State Decoders: Encoding the Future into Recurrent Networks Arun Venkatraman Nicholas Rhinehart Wen Sun Lerrel Pinto M. Hebert Byron Boots Kris M. Kitani J. Andrew Bagnell AI4CE 15 42 0 25 Sep 2017
Recent Trends in Deep Learning Based Natural Language Processing Tom Young Devamanyu Hazarika Soujanya Poria Erik Cambria 35 2,822 0 09 Aug 2017
Reinforced Video Captioning with Entailment Rewards Ramakanth Pasunuru Mohit Bansal 28 114 0 07 Aug 2017
A Continuous Relaxation of Beam Search for End-to-end Training of Neural Sequence Models Kartik Goyal Graham Neubig Chris Dyer Taylor Berg-Kirkpatrick 3DV 39 40 0 01 Aug 2017
Reinforcement Learning for Bandit Neural Machine Translation with Simulated Human Feedback Khanh Nguyen Hal Daumé Jordan L. Boyd-Graber 24 135 0 24 Jul 2017
Grammatical Error Correction with Neural Reinforcement Learning Keisuke Sakaguchi Matt Post Benjamin Van Durme 14 58 0 02 Jul 2017
Neural Sequence Model Training via $α$ -divergence Minimization Sotetsu Koyamada Yuta Kikuchi Atsunori Kanemura S. Maeda S. Ishii 65 0 0 30 Jun 2017
Neural Machine Translation with Gumbel-Greedy Decoding Jiatao Gu Daniel Jiwoong Im V. Li 14 35 0 22 Jun 2017
Best of Both Worlds: Transferring Knowledge from Discriminative Learning to a Generative Visual Dialog Model Jiasen Lu A. Kannan Jianwei Yang Devi Parikh Dhruv Batra BDL 15 136 0 05 Jun 2017
A Deep Reinforced Model for Abstractive Summarization Romain Paulus Caiming Xiong R. Socher AI4TS 28 1,547 0 11 May 2017
Machine Comprehension by Text-to-Text Neural Question Generation Xingdi Yuan Tong Wang Çağlar Gülçehre Alessandro Sordoni Philip Bachman Sandeep Subramanian Saizheng Zhang Adam Trischler OOD 33 187 0 04 May 2017
A Teacher-Student Framework for Zero-Resource Neural Machine Translation Yun Chen Yang Liu Yong Cheng V. Li 27 147 0 02 May 2017
From Language to Programs: Bridging Reinforcement Learning and Maximum Marginal Likelihood Kelvin Guu Panupong Pasupat E. Liu Percy Liang 28 190 0 25 Apr 2017
Differentiable Scheduled Sampling for Credit Assignment Kartik Goyal Chris Dyer Taylor Berg-Kirkpatrick 24 40 0 23 Apr 2017
Learning to Skim Text Adams Wei Yu Hongrae Lee Quoc V. Le RALM 35 124 0 23 Apr 2017
Towards a Visual Privacy Advisor: Understanding and Predicting Privacy Risks in Images Rakshith Shetty Bernt Schiele Mario Fritz 27 223 0 30 Mar 2017
Data Distillation for Controlling Specificity in Dialogue Generation Jiwei Li Will Monroe Dan Jurafsky 15 22 0 22 Feb 2017
Trainable Greedy Decoding for Neural Machine Translation Jiatao Gu Kyunghyun Cho V. Li 19 73 0 08 Feb 2017
Deep Reinforcement Learning: An Overview Yuxi Li OffRL VLM 104 1,502 0 25 Jan 2017
Adversarial Learning for Neural Dialogue Generation Jiwei Li Will Monroe Tianlin Shi Sébastien Jean Alan Ritter Dan Jurafsky 15 897 0 23 Jan 2017
Comprehension-guided referring expressions Ruotian Luo Gregory Shakhnarovich ObjD 27 171 0 12 Jan 2017
Learning through Dialogue Interactions by Asking Questions Jiwei Li Alexander H. Miller S. Chopra MarcÁurelio Ranzato Jason Weston 14 55 0 15 Dec 2016