Sequence Level Training with Recurrent Neural Networks

20 November 2015

Papers citing "Sequence Level Training with Recurrent Neural Networks"

50 / 349 papers shown

Title
Non-Autoregressive Neural Machine Translation with Enhanced Decoder Input Junliang Guo Xu Tan Di He Tao Qin Linli Xu Tie-Yan Liu 16 125 0 23 Dec 2018
Auto-Encoding Scene Graphs for Image Captioning Xu Yang Kaihua Tang Hanwang Zhang Jianfei Cai 30 692 0 06 Dec 2018
Counterfactual Critic Multi-Agent Training for Scene Graph Generation Long Chen Hanwang Zhang Jun Xiao Xiangnan He Shiliang Pu Shih-Fu Chang 25 159 0 06 Dec 2018
Improving Automatic Source Code Summarization via Deep Reinforcement Learning Yao Wan Zhou Zhao Min Yang Guandong Xu Haochao Ying Jian Wu Philip S. Yu 30 381 0 17 Nov 2018
Product Title Refinement via Multi-Modal Generative Adversarial Learning Jianguo Zhang Pengcheng Zou Zhao Li Yao Wan Ye Liu Xiuming Pan Yu Gong Philip S. Yu GAN 25 4 0 11 Nov 2018
A Comprehensive Survey of Deep Learning for Image Captioning Md Zakir Hossain Ferdous Sohel M. Shiratuddin Hamid Laga VLM 3DV 45 761 0 06 Oct 2018
Learning to Encode Text as Human-Readable Summaries using Generative Adversarial Networks Yau-Shian Wang Hung-yi Lee 21 64 0 05 Oct 2018
Seq2Slate: Re-ranking and Slate Optimization with RNNs Irwan Bello Sayali Kulkarni Sagar Jain Craig Boutilier Ed H. Chi Elad Eban Xiyang Luo Alan Mackey Ofer Meshi 30 91 0 04 Oct 2018
Neural Approaches to Conversational AI Jianfeng Gao Michel Galley Lihong Li 46 670 0 21 Sep 2018
Improving Reinforcement Learning Based Image Captioning with Natural Language Prior Tszhang Guo Shiyu Chang Mo Yu Kun Bai 40 15 0 13 Sep 2018
Image Captioning based on Deep Reinforcement Learning Haichao Shi Peng Li Bo Wang Zhenyu Wang 20 25 0 13 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 Xing VLM 19 56 0 04 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 18 48 0 01 Sep 2018
Multi-Hop Knowledge Graph Reasoning with Reward Shaping Xi Lin R. Socher Caiming Xiong LRM 30 331 0 31 Aug 2018
APRIL: Interactively Learning to Summarise by Combining Active Preference Learning and Reinforcement Learning Yang Gao Christian M. Meyer Iryna Gurevych 13 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 28 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 27 182 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 33 103 0 16 Aug 2018
Regularizing Neural Machine Translation by Target-bidirectional Agreement Zhirui Zhang Shuo Ren Shujie Liu Mu Li M. Zhou Tong Xu 37 116 0 13 Aug 2018
Improving Sequential Determinantal Point Processes for Supervised Video Summarization Aidean Sharghi Ali Borji Chengtao Li Tianbao Yang Boqing Gong AI4TS 33 47 0 28 Jul 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 45 42 0 11 Jul 2018
Policy Gradient as a Proxy for Dynamic Oracles in Constituency Parsing Daniel Fried Dan Klein 34 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 18 3 0 05 Jun 2018
Distilling Knowledge for Search-based Structured Prediction Yijia Liu Wanxiang Che Huaipeng Zhao Bing Qin Ting Liu 27 22 0 29 May 2018
Improving Image Captioning with Conditional Generative Adversarial Nets Chen Chen Shuai Mu Wanpeng Xiao Zexiong Ye Liesi Wu Qi Ju GAN 29 90 0 18 May 2018
QuaterNet: A Quaternion-based Recurrent Model for Human Motion Dario Pavllo David Grangier Michael Auli 3DH 31 260 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 27 38 0 16 May 2018
Token-level and sequence-level loss smoothing for RNN language models Maha Elbayad Laurent Besacier Jakob Verbeek 22 19 0 14 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 Wei Liu Q. Du BDL 19 136 0 09 May 2018
Adversarial Semantic Alignment for Improved Image Captions Pierre Dognin Igor Melnyk Youssef Mroueh Jerret Ross Tom Sercu 25 16 0 30 Apr 2018
No Metrics Are Perfect: Adversarial Reward Learning for Visual Storytelling Xin Eric Wang Wenhu Chen Yuan-fang Wang William Yang Wang 16 157 0 24 Apr 2018
Jointly Localizing and Describing Events for Dense Video Captioning Yehao Li Ting Yao Yingwei Pan Hongyang Chao Tao Mei 27 168 0 23 Apr 2018
Learning to Extract Coherent Summary via Deep Reinforcement Learning Yuxiang Wu Baotian Hu AI4TS 17 167 0 19 Apr 2018
Multi-Reward Reinforced Summarization with Saliency and Entailment Ramakanth Pasunuru Joey Tianyi Zhou 22 201 0 17 Apr 2018
CoT: Cooperative Training for Generative Modeling of Discrete Data Sidi Lu Lantao Yu Siyuan Feng Yaoming Zhu Weinan Zhang Yong Yu GAN 33 19 0 11 Apr 2018
EmoRL: Continuous Acoustic Emotion Classification using Deep Reinforcement Learning Egor Lakomkin M. Zamani C. Weber S. Magg S. Wermter 27 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 33 198 0 21 Mar 2018
Discriminability objective for training descriptive captions Ruotian Luo Brian L. Price Scott D. Cohen Gregory Shakhnarovich 30 202 0 12 Mar 2018
Analyzing Uncertainty in Neural Machine Translation Myle Ott Michael Auli David Grangier MarcÁurelio Ranzato UQLM 43 270 0 28 Feb 2018
Ranking Sentences for Extractive Summarization with Reinforcement Learning Shashi Narayan Shay B. Cohen Mirella Lapata 33 545 0 23 Feb 2018
Zero-Resource Neural Machine Translation with Multi-Agent Communication Game Yun Chen Yang Liu V. Li 41 47 0 09 Feb 2018
MaskGAN: Better Text Generation via Filling in the______ W. Fedus Ian Goodfellow Andrew M. Dai 24 468 0 23 Jan 2018
Data-driven Planning via Imitation Learning Sanjiban Choudhury M. Bhardwaj S. Arora Ashish Kapoor G. Ranade Sebastian 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 56 185 0 14 Nov 2017
Paraphrase Generation with Deep Reinforcement Learning Zichao Li Xin Jiang Lifeng Shang Hang Li OffRL 18 213 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 Kitani J. Andrew Bagnell AI4CE 21 42 0 25 Sep 2017
A Brief Survey of Deep Reinforcement Learning Kai Arulkumaran M. Deisenroth Miles Brundage Anil Anthony Bharath OffRL 53 2,775 0 19 Aug 2017
Recent Trends in Deep Learning Based Natural Language Processing Tom Young Devamanyu Hazarika Soujanya Poria Min Zhang 35 2,824 0 09 Aug 2017
Reinforced Video Captioning with Entailment Rewards Ramakanth Pasunuru Joey Tianyi Zhou 28 114 0 07 Aug 2017